Overview

Dataset statistics

Number of variables132
Number of observations8458
Missing cells195164
Missing cells (%)17.5%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.2 MiB
Average record size in memory397.0 B

Variable types

Categorical112
Unsupported19
Numeric1

Alerts

IDSTUD has a high cardinality: 8458 distinct valuesHigh cardinality
BSMMAT01 has a high cardinality: 8427 distinct valuesHigh cardinality
BSMMAT02 has a high cardinality: 8440 distinct valuesHigh cardinality
BSMMAT03 has a high cardinality: 8438 distinct valuesHigh cardinality
BSMMAT04 has a high cardinality: 8438 distinct valuesHigh cardinality
BSMMAT05 has a high cardinality: 8443 distinct valuesHigh cardinality
BSBGSSB has a high cardinality: 95 distinct valuesHigh cardinality
BSBGSB has a high cardinality: 691 distinct valuesHigh cardinality
BSBGSLM has a high cardinality: 345 distinct valuesHigh cardinality
BSBGICM has a high cardinality: 190 distinct valuesHigh cardinality
BSBGDML has a high cardinality: 173 distinct valuesHigh cardinality
BSBGSCM has a high cardinality: 359 distinct valuesHigh cardinality
BSBGSVM has a high cardinality: 222 distinct valuesHigh cardinality
BSBG04 is highly overall correlated with BSBGHER and 1 other fieldsHigh correlation
BSBG05D is highly overall correlated with BSBGHERHigh correlation
BSBG13A is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13B is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13C is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBG13E is highly overall correlated with BSBGSSB and 1 other fieldsHigh correlation
BSBM16A is highly overall correlated with BSBM16E and 2 other fieldsHigh correlation
BSBM16C is highly overall correlated with BSDGSLMHigh correlation
BSBM16D is highly overall correlated with BSDGSLMHigh correlation
BSBM16E is highly overall correlated with BSBM16A and 3 other fieldsHigh correlation
BSBM16F is highly overall correlated with BSDGSLMHigh correlation
BSBM16G is highly overall correlated with BSDGSLMHigh correlation
BSBM16H is highly overall correlated with BSBM16A and 3 other fieldsHigh correlation
BSBM16I is highly overall correlated with BSBM16E and 2 other fieldsHigh correlation
BSBM17B is highly overall correlated with BSDGICMHigh correlation
BSBM17C is highly overall correlated with BSDGICMHigh correlation
BSBM17D is highly overall correlated with BSDGICMHigh correlation
BSBM17E is highly overall correlated with BSDGICMHigh correlation
BSBM17F is highly overall correlated with BSDGICMHigh correlation
BSBM17G is highly overall correlated with BSDGICMHigh correlation
BSBM20A is highly overall correlated with BSDGSVMHigh correlation
BSBM20B is highly overall correlated with BSDGSVMHigh correlation
BSBM20C is highly overall correlated with BSDGSVMHigh correlation
BSBM20D is highly overall correlated with BSDGSVMHigh correlation
BSBM20F is highly overall correlated with BSDGSVMHigh correlation
BSBM20G is highly overall correlated with BSDGSVMHigh correlation
BSBM20I is highly overall correlated with BSDGSVMHigh correlation
BSBM26AA is highly overall correlated with BSBM26BA and 2 other fieldsHigh correlation
BSBM26BA is highly overall correlated with BSBM26AA and 2 other fieldsHigh correlation
BSBM27AA is highly overall correlated with BSBM27BA and 2 other fieldsHigh correlation
BSBM27BA is highly overall correlated with BSBM27AA and 2 other fieldsHigh correlation
BSBM42AA is highly overall correlated with BSBM26AA and 2 other fieldsHigh correlation
BSBM42BA is highly overall correlated with BSBM26AA and 2 other fieldsHigh correlation
BSBM43AA is highly overall correlated with BSBM27AA and 2 other fieldsHigh correlation
BSBM43BA is highly overall correlated with BSBM27AA and 2 other fieldsHigh correlation
BSBGHER is highly overall correlated with BSBG04 and 2 other fieldsHigh correlation
BSDGHER is highly overall correlated with BSBG04 and 1 other fieldsHigh correlation
BSBGSSB is highly overall correlated with BSBG13A and 4 other fieldsHigh correlation
BSDGSSB is highly overall correlated with BSBG13A and 4 other fieldsHigh correlation
BSDGSLM is highly overall correlated with BSBM16A and 7 other fieldsHigh correlation
BSDGICM is highly overall correlated with BSBM17B and 5 other fieldsHigh correlation
BSDGSVM is highly overall correlated with BSBM20A and 6 other fieldsHigh correlation
BSBG14I is highly imbalanced (55.1%)Imbalance
BSBG14J is highly imbalanced (67.9%)Imbalance
BSBG14K is highly imbalanced (59.2%)Imbalance
BSBG14L is highly imbalanced (50.8%)Imbalance
BSBG03 has 1144 (13.5%) missing valuesMissing
BSBG04 has 117 (1.4%) missing valuesMissing
BSBG05A has 85 (1.0%) missing valuesMissing
BSBG05B has 92 (1.1%) missing valuesMissing
BSBG05D has 172 (2.0%) missing valuesMissing
BSBG05E has 97 (1.1%) missing valuesMissing
BSBG05F has 141 (1.7%) missing valuesMissing
BSBG05G has 144 (1.7%) missing valuesMissing
BSBG05H has 150 (1.8%) missing valuesMissing
BSBG05I has 140 (1.7%) missing valuesMissing
BSBG06A has 221 (2.6%) missing valuesMissing
BSBG06B has 202 (2.4%) missing valuesMissing
BSBG07 has 166 (2.0%) missing valuesMissing
BSBG10 has 181 (2.1%) missing valuesMissing
BSBG12A has 179 (2.1%) missing valuesMissing
BSBG12B has 149 (1.8%) missing valuesMissing
BSBG12C has 160 (1.9%) missing valuesMissing
BSBG12D has 222 (2.6%) missing valuesMissing
BSBG12E has 145 (1.7%) missing valuesMissing
BSBG12F has 156 (1.8%) missing valuesMissing
BSBG13A has 105 (1.2%) missing valuesMissing
BSBG13B has 112 (1.3%) missing valuesMissing
BSBG13C has 222 (2.6%) missing valuesMissing
BSBG13D has 187 (2.2%) missing valuesMissing
BSBG13E has 98 (1.2%) missing valuesMissing
BSBG14A has 255 (3.0%) missing valuesMissing
BSBG14B has 211 (2.5%) missing valuesMissing
BSBG14C has 224 (2.6%) missing valuesMissing
BSBG14D has 235 (2.8%) missing valuesMissing
BSBG14E has 245 (2.9%) missing valuesMissing
BSBG14F has 212 (2.5%) missing valuesMissing
BSBG14G has 173 (2.0%) missing valuesMissing
BSBG14H has 217 (2.6%) missing valuesMissing
BSBG14I has 210 (2.5%) missing valuesMissing
BSBG14J has 219 (2.6%) missing valuesMissing
BSBG14K has 219 (2.6%) missing valuesMissing
BSBG14L has 337 (4.0%) missing valuesMissing
BSBG14M has 203 (2.4%) missing valuesMissing
BSBG14N has 170 (2.0%) missing valuesMissing
BSBM16B has 201 (2.4%) missing valuesMissing
BSBM16C has 291 (3.4%) missing valuesMissing
BSBM16D has 216 (2.6%) missing valuesMissing
BSBM16E has 180 (2.1%) missing valuesMissing
BSBM16F has 171 (2.0%) missing valuesMissing
BSBM16G has 153 (1.8%) missing valuesMissing
BSBM16H has 138 (1.6%) missing valuesMissing
BSBM16I has 90 (1.1%) missing valuesMissing
BSBM17A has 183 (2.2%) missing valuesMissing
BSBM17B has 151 (1.8%) missing valuesMissing
BSBM17C has 227 (2.7%) missing valuesMissing
BSBM17D has 184 (2.2%) missing valuesMissing
BSBM17E has 104 (1.2%) missing valuesMissing
BSBM17F has 116 (1.4%) missing valuesMissing
BSBM17G has 98 (1.2%) missing valuesMissing
BSBM18A has 138 (1.6%) missing valuesMissing
BSBM18B has 180 (2.1%) missing valuesMissing
BSBM18C has 262 (3.1%) missing valuesMissing
BSBM18D has 191 (2.3%) missing valuesMissing
BSBM18E has 199 (2.4%) missing valuesMissing
BSBM18F has 153 (1.8%) missing valuesMissing
BSBM19A has 159 (1.9%) missing valuesMissing
BSBM19B has 190 (2.2%) missing valuesMissing
BSBM19C has 331 (3.9%) missing valuesMissing
BSBM19D has 230 (2.7%) missing valuesMissing
BSBM19E has 285 (3.4%) missing valuesMissing
BSBM19F has 268 (3.2%) missing valuesMissing
BSBM19G has 266 (3.1%) missing valuesMissing
BSBM19H has 207 (2.4%) missing valuesMissing
BSBM19I has 162 (1.9%) missing valuesMissing
BSBM20A has 149 (1.8%) missing valuesMissing
BSBM20B has 173 (2.0%) missing valuesMissing
BSBM20C has 193 (2.3%) missing valuesMissing
BSBM20D has 187 (2.2%) missing valuesMissing
BSBM20E has 232 (2.7%) missing valuesMissing
BSBM20F has 272 (3.2%) missing valuesMissing
BSBM20G has 223 (2.6%) missing valuesMissing
BSBM20H has 222 (2.6%) missing valuesMissing
BSBM20I has 181 (2.1%) missing valuesMissing
BSBM26AA has 1419 (16.8%) missing valuesMissing
BSBM26BA has 1596 (18.9%) missing valuesMissing
BSBM27AA has 2817 (33.3%) missing valuesMissing
BSBM27BA has 2912 (34.4%) missing valuesMissing
BSBM42AA has 1419 (16.8%) missing valuesMissing
BSBM42BA has 1596 (18.9%) missing valuesMissing
BSBM43AA has 2817 (33.3%) missing valuesMissing
BSBM43BA has 2912 (34.4%) missing valuesMissing
BSBE02A has 8458 (100.0%) missing valuesMissing
BSBE02B has 8458 (100.0%) missing valuesMissing
BSBE02C has 8458 (100.0%) missing valuesMissing
BSBE02D has 8458 (100.0%) missing valuesMissing
BSBE03A has 8458 (100.0%) missing valuesMissing
BSBE03B has 8458 (100.0%) missing valuesMissing
BSBE03C has 8458 (100.0%) missing valuesMissing
BSBE03D has 8458 (100.0%) missing valuesMissing
BSBE03E has 8458 (100.0%) missing valuesMissing
BSBE03F has 8458 (100.0%) missing valuesMissing
BSBE03G has 8458 (100.0%) missing valuesMissing
BSBE04A has 8458 (100.0%) missing valuesMissing
BSBE04B has 8458 (100.0%) missing valuesMissing
BSBE04C has 8458 (100.0%) missing valuesMissing
BSBE04D has 8458 (100.0%) missing valuesMissing
BSBE04E has 8458 (100.0%) missing valuesMissing
BSBE04F has 8458 (100.0%) missing valuesMissing
BSBE04G has 8458 (100.0%) missing valuesMissing
BSBE04H has 8458 (100.0%) missing valuesMissing
BSBGSCM has 97 (1.1%) missing valuesMissing
BSDGSCM has 97 (1.1%) missing valuesMissing
BSBGSVM has 139 (1.6%) missing valuesMissing
BSDGSVM has 139 (1.6%) missing valuesMissing
IDSTUD is uniformly distributedUniform
BSMMAT01 is uniformly distributedUniform
BSMMAT02 is uniformly distributedUniform
BSMMAT03 is uniformly distributedUniform
BSMMAT04 is uniformly distributedUniform
BSMMAT05 is uniformly distributedUniform
IDSTUD has unique valuesUnique
mean_PV has unique valuesUnique
BSBE02A is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE02B is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE02C is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE02D is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03A is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03B is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03C is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03D is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03E is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03F is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE03G is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04A is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04B is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04C is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04D is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04E is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04F is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04G is an unsupported type, check if it needs cleaning or further analysisUnsupported
BSBE04H is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-10-26 16:06:28.145601
Analysis finished2023-10-26 16:07:58.819870
Duration1 minute and 30.67 seconds
Software versionydata-profiling vv4.6.1
Download configurationconfig.json

Variables

IDSTUD
Categorical

HIGH CARDINALITY  UNIFORM  UNIQUE 

Distinct8458
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size340.8 KiB
50010201.0
 
1
51680426.0
 
1
51691508.0
 
1
51691507.0
 
1
51691506.0
 
1
Other values (8453)
8453 

Length

Max length10
Median length10
Mean length10
Min length10

Characters and Unicode

Total characters84580
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8458 ?
Unique (%)100.0%

Sample

1st row50010201.0
2nd row50010202.0
3rd row50010203.0
4th row50010204.0
5th row50010205.0

Common Values

ValueCountFrequency (%)
50010201.0 1
 
< 0.1%
51680426.0 1
 
< 0.1%
51691508.0 1
 
< 0.1%
51691507.0 1
 
< 0.1%
51691506.0 1
 
< 0.1%
51691505.0 1
 
< 0.1%
51691504.0 1
 
< 0.1%
51691502.0 1
 
< 0.1%
51691501.0 1
 
< 0.1%
51680433.0 1
 
< 0.1%
Other values (8448) 8448
99.9%

Length

2023-10-26T17:07:59.142704image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
50010201.0 1
 
< 0.1%
50010222.0 1
 
< 0.1%
50010205.0 1
 
< 0.1%
50010207.0 1
 
< 0.1%
50010208.0 1
 
< 0.1%
50010209.0 1
 
< 0.1%
50010211.0 1
 
< 0.1%
50010212.0 1
 
< 0.1%
50010213.0 1
 
< 0.1%
50010214.0 1
 
< 0.1%
Other values (8448) 8448
99.9%

Most occurring characters

ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 76122
90.0%
Other Punctuation 8458
 
10.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 24951
32.8%
5 11611
15.3%
1 10807
14.2%
2 8397
 
11.0%
3 5276
 
6.9%
4 4093
 
5.4%
6 2909
 
3.8%
7 2835
 
3.7%
8 2675
 
3.5%
9 2568
 
3.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 84580
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 84580
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 24951
29.5%
5 11611
13.7%
1 10807
12.8%
. 8458
 
10.0%
2 8397
 
9.9%
3 5276
 
6.2%
4 4093
 
4.8%
6 2909
 
3.4%
7 2835
 
3.4%
8 2675
 
3.2%

BSBG01
Categorical

Distinct2
Distinct (%)< 0.1%
Missing2
Missing (%)< 0.1%
Memory size8.5 KiB
Girl
4237 
Boy
4219 

Length

Max length4
Median length4
Mean length3.5010643
Min length3

Characters and Unicode

Total characters29605
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowBoy
2nd rowBoy
3rd rowBoy
4th rowGirl
5th rowGirl

Common Values

ValueCountFrequency (%)
Girl 4237
50.1%
Boy 4219
49.9%
(Missing) 2
 
< 0.1%

Length

2023-10-26T17:07:59.640495image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:00.065445image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
girl 4237
50.1%
boy 4219
49.9%

Most occurring characters

ValueCountFrequency (%)
G 4237
14.3%
i 4237
14.3%
r 4237
14.3%
l 4237
14.3%
B 4219
14.3%
o 4219
14.3%
y 4219
14.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 21149
71.4%
Uppercase Letter 8456
 
28.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 4237
20.0%
r 4237
20.0%
l 4237
20.0%
o 4219
19.9%
y 4219
19.9%
Uppercase Letter
ValueCountFrequency (%)
G 4237
50.1%
B 4219
49.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 29605
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
G 4237
14.3%
i 4237
14.3%
r 4237
14.3%
l 4237
14.3%
B 4219
14.3%
o 4219
14.3%
y 4219
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 29605
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
G 4237
14.3%
i 4237
14.3%
r 4237
14.3%
l 4237
14.3%
B 4219
14.3%
o 4219
14.3%
y 4219
14.3%

BSBG03
Categorical

MISSING 

Distinct4
Distinct (%)0.1%
Missing1144
Missing (%)13.5%
Memory size8.6 KiB
Sometimes
3470 
Never
1386 
Always
1302 
Almost always
1156 

Length

Max length13
Median length9
Mean length8.3401695
Min length5

Characters and Unicode

Total characters61000
Distinct characters16
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAlways
2nd rowAlways
3rd rowSometimes
4th rowSometimes
5th rowNever

Common Values

ValueCountFrequency (%)
Sometimes 3470
41.0%
Never 1386
 
16.4%
Always 1302
 
15.4%
Almost always 1156
 
13.7%
(Missing) 1144
 
13.5%

Length

2023-10-26T17:08:00.527025image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:00.908235image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
sometimes 3470
41.0%
always 2458
29.0%
never 1386
 
16.4%
almost 1156
 
13.6%

Most occurring characters

ValueCountFrequency (%)
e 9712
15.9%
m 8096
13.3%
s 7084
11.6%
o 4626
7.6%
t 4626
7.6%
l 3614
 
5.9%
a 3614
 
5.9%
S 3470
 
5.7%
i 3470
 
5.7%
A 2458
 
4.0%
Other values (6) 10230
16.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 52530
86.1%
Uppercase Letter 7314
 
12.0%
Space Separator 1156
 
1.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 9712
18.5%
m 8096
15.4%
s 7084
13.5%
o 4626
8.8%
t 4626
8.8%
l 3614
 
6.9%
a 3614
 
6.9%
i 3470
 
6.6%
w 2458
 
4.7%
y 2458
 
4.7%
Other values (2) 2772
 
5.3%
Uppercase Letter
ValueCountFrequency (%)
S 3470
47.4%
A 2458
33.6%
N 1386
 
18.9%
Space Separator
ValueCountFrequency (%)
1156
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 59844
98.1%
Common 1156
 
1.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 9712
16.2%
m 8096
13.5%
s 7084
11.8%
o 4626
7.7%
t 4626
7.7%
l 3614
 
6.0%
a 3614
 
6.0%
S 3470
 
5.8%
i 3470
 
5.8%
A 2458
 
4.1%
Other values (5) 9074
15.2%
Common
ValueCountFrequency (%)
1156
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 61000
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 9712
15.9%
m 8096
13.3%
s 7084
11.6%
o 4626
7.6%
t 4626
7.6%
l 3614
 
5.9%
a 3614
 
5.9%
S 3470
 
5.7%
i 3470
 
5.7%
A 2458
 
4.0%
Other values (6) 10230
16.8%

BSBG04
Categorical

HIGH CORRELATION  MISSING 

Distinct5
Distinct (%)0.1%
Missing117
Missing (%)1.4%
Memory size8.6 KiB
None or very few (0–10 books)
4139 
Enough to fill one shelf (11–25 books)
2702 
Enough to fill one bookcase (26–100 books)
1064 
Enough to fill two bookcases (101–200 books)
 
260
Enough to fill three or more bookcases (more than 200)
 
176

Length

Max length54
Median length44
Mean length34.568877
Min length29

Characters and Unicode

Total characters288339
Distinct characters31
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNone or very few (0–10 books)
2nd rowNone or very few (0–10 books)
3rd rowNone or very few (0–10 books)
4th rowNone or very few (0–10 books)
5th rowNone or very few (0–10 books)

Common Values

ValueCountFrequency (%)
None or very few (0–10 books) 4139
48.9%
Enough to fill one shelf (11–25 books) 2702
31.9%
Enough to fill one bookcase (26–100 books) 1064
 
12.6%
Enough to fill two bookcases (101–200 books) 260
 
3.1%
Enough to fill three or more bookcases (more than 200) 176
 
2.1%
(Missing) 117
 
1.4%

Length

2023-10-26T17:08:01.368023image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:01.807478image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
books 8165
14.9%
or 4315
7.9%
enough 4202
7.7%
to 4202
7.7%
fill 4202
7.7%
none 4139
7.6%
very 4139
7.6%
few 4139
7.6%
0–10 4139
7.6%
one 3766
6.9%
Other values (11) 9368
17.1%

Most occurring characters

ValueCountFrequency (%)
46435
16.1%
o 40566
14.1%
e 21089
 
7.3%
s 12803
 
4.4%
n 12283
 
4.3%
0 11538
 
4.0%
1 11127
 
3.9%
l 11106
 
3.9%
f 11043
 
3.8%
b 9665
 
3.4%
Other values (21) 100684
34.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 178083
61.8%
Space Separator 46435
 
16.1%
Decimal Number 30633
 
10.6%
Open Punctuation 8341
 
2.9%
Close Punctuation 8341
 
2.9%
Uppercase Letter 8341
 
2.9%
Dash Punctuation 8165
 
2.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 40566
22.8%
e 21089
11.8%
s 12803
 
7.2%
n 12283
 
6.9%
l 11106
 
6.2%
f 11043
 
6.2%
b 9665
 
5.4%
k 9665
 
5.4%
r 8982
 
5.0%
h 7256
 
4.1%
Other values (10) 33625
18.9%
Decimal Number
ValueCountFrequency (%)
0 11538
37.7%
1 11127
36.3%
2 4202
 
13.7%
5 2702
 
8.8%
6 1064
 
3.5%
Uppercase Letter
ValueCountFrequency (%)
E 4202
50.4%
N 4139
49.6%
Space Separator
ValueCountFrequency (%)
46435
100.0%
Open Punctuation
ValueCountFrequency (%)
( 8341
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8341
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 8165
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 186424
64.7%
Common 101915
35.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 40566
21.8%
e 21089
11.3%
s 12803
 
6.9%
n 12283
 
6.6%
l 11106
 
6.0%
f 11043
 
5.9%
b 9665
 
5.2%
k 9665
 
5.2%
r 8982
 
4.8%
h 7256
 
3.9%
Other values (12) 41966
22.5%
Common
ValueCountFrequency (%)
46435
45.6%
0 11538
 
11.3%
1 11127
 
10.9%
( 8341
 
8.2%
) 8341
 
8.2%
– 8165
 
8.0%
2 4202
 
4.1%
5 2702
 
2.7%
6 1064
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 280174
97.2%
Punctuation 8165
 
2.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
46435
16.6%
o 40566
14.5%
e 21089
 
7.5%
s 12803
 
4.6%
n 12283
 
4.4%
0 11538
 
4.1%
1 11127
 
4.0%
l 11106
 
4.0%
f 11043
 
3.9%
b 9665
 
3.4%
Other values (20) 92519
33.0%
Punctuation
ValueCountFrequency (%)
– 8165
100.0%

BSBG05A
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing85
Missing (%)1.0%
Memory size8.5 KiB
Yes
5647 
No
2726 

Length

Max length3
Median length3
Mean length2.6744297
Min length2

Characters and Unicode

Total characters22393
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 5647
66.8%
No 2726
32.2%
(Missing) 85
 
1.0%

Length

2023-10-26T17:08:02.294406image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:02.694890image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5647
67.4%
no 2726
32.6%

Most occurring characters

ValueCountFrequency (%)
Y 5647
25.2%
e 5647
25.2%
s 5647
25.2%
N 2726
12.2%
o 2726
12.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 14020
62.6%
Uppercase Letter 8373
37.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5647
40.3%
s 5647
40.3%
o 2726
19.4%
Uppercase Letter
ValueCountFrequency (%)
Y 5647
67.4%
N 2726
32.6%

Most occurring scripts

ValueCountFrequency (%)
Latin 22393
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5647
25.2%
e 5647
25.2%
s 5647
25.2%
N 2726
12.2%
o 2726
12.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22393
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5647
25.2%
e 5647
25.2%
s 5647
25.2%
N 2726
12.2%
o 2726
12.2%

BSBG05B
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing92
Missing (%)1.1%
Memory size8.5 KiB
Yes
4310 
No
4056 

Length

Max length3
Median length3
Mean length2.5151805
Min length2

Characters and Unicode

Total characters21042
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 4310
51.0%
No 4056
48.0%
(Missing) 92
 
1.1%

Length

2023-10-26T17:08:03.125641image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:03.507823image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4310
51.5%
no 4056
48.5%

Most occurring characters

ValueCountFrequency (%)
Y 4310
20.5%
e 4310
20.5%
s 4310
20.5%
N 4056
19.3%
o 4056
19.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12676
60.2%
Uppercase Letter 8366
39.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4310
34.0%
s 4310
34.0%
o 4056
32.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4310
51.5%
N 4056
48.5%

Most occurring scripts

ValueCountFrequency (%)
Latin 21042
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4310
20.5%
e 4310
20.5%
s 4310
20.5%
N 4056
19.3%
o 4056
19.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21042
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4310
20.5%
e 4310
20.5%
s 4310
20.5%
N 4056
19.3%
o 4056
19.3%

BSBG05C
Categorical

Distinct2
Distinct (%)< 0.1%
Missing83
Missing (%)1.0%
Memory size8.5 KiB
No
4242 
Yes
4133 

Length

Max length3
Median length2
Mean length2.4934925
Min length2

Characters and Unicode

Total characters20883
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
No 4242
50.2%
Yes 4133
48.9%
(Missing) 83
 
1.0%

Length

2023-10-26T17:08:03.896062image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:04.152210image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 4242
50.7%
yes 4133
49.3%

Most occurring characters

ValueCountFrequency (%)
N 4242
20.3%
o 4242
20.3%
Y 4133
19.8%
e 4133
19.8%
s 4133
19.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12508
59.9%
Uppercase Letter 8375
40.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 4242
33.9%
e 4133
33.0%
s 4133
33.0%
Uppercase Letter
ValueCountFrequency (%)
N 4242
50.7%
Y 4133
49.3%

Most occurring scripts

ValueCountFrequency (%)
Latin 20883
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 4242
20.3%
o 4242
20.3%
Y 4133
19.8%
e 4133
19.8%
s 4133
19.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20883
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 4242
20.3%
o 4242
20.3%
Y 4133
19.8%
e 4133
19.8%
s 4133
19.8%

BSBG05D
Categorical

HIGH CORRELATION  MISSING 

Distinct2
Distinct (%)< 0.1%
Missing172
Missing (%)2.0%
Memory size8.5 KiB
Yes
4556 
No
3730 

Length

Max length3
Median length3
Mean length2.5498431
Min length2

Characters and Unicode

Total characters21128
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 4556
53.9%
No 3730
44.1%
(Missing) 172
 
2.0%

Length

2023-10-26T17:08:04.521447image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:04.891777image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4556
55.0%
no 3730
45.0%

Most occurring characters

ValueCountFrequency (%)
Y 4556
21.6%
e 4556
21.6%
s 4556
21.6%
N 3730
17.7%
o 3730
17.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12842
60.8%
Uppercase Letter 8286
39.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4556
35.5%
s 4556
35.5%
o 3730
29.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4556
55.0%
N 3730
45.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 21128
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4556
21.6%
e 4556
21.6%
s 4556
21.6%
N 3730
17.7%
o 3730
17.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21128
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4556
21.6%
e 4556
21.6%
s 4556
21.6%
N 3730
17.7%
o 3730
17.7%

BSBG05E
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing97
Missing (%)1.1%
Memory size8.5 KiB
Yes
5607 
No
2754 

Length

Max length3
Median length3
Mean length2.6706136
Min length2

Characters and Unicode

Total characters22329
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 5607
66.3%
No 2754
32.6%
(Missing) 97
 
1.1%

Length

2023-10-26T17:08:05.327469image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:05.714935image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5607
67.1%
no 2754
32.9%

Most occurring characters

ValueCountFrequency (%)
Y 5607
25.1%
e 5607
25.1%
s 5607
25.1%
N 2754
12.3%
o 2754
12.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13968
62.6%
Uppercase Letter 8361
37.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5607
40.1%
s 5607
40.1%
o 2754
19.7%
Uppercase Letter
ValueCountFrequency (%)
Y 5607
67.1%
N 2754
32.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 22329
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5607
25.1%
e 5607
25.1%
s 5607
25.1%
N 2754
12.3%
o 2754
12.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22329
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5607
25.1%
e 5607
25.1%
s 5607
25.1%
N 2754
12.3%
o 2754
12.3%

BSBG05F
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing141
Missing (%)1.7%
Memory size8.5 KiB
No
4355 
Yes
3962 

Length

Max length3
Median length2
Mean length2.4763737
Min length2

Characters and Unicode

Total characters20596
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 4355
51.5%
Yes 3962
46.8%
(Missing) 141
 
1.7%

Length

2023-10-26T17:08:06.096995image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:06.442288image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 4355
52.4%
yes 3962
47.6%

Most occurring characters

ValueCountFrequency (%)
N 4355
21.1%
o 4355
21.1%
Y 3962
19.2%
e 3962
19.2%
s 3962
19.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12279
59.6%
Uppercase Letter 8317
40.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 4355
35.5%
e 3962
32.3%
s 3962
32.3%
Uppercase Letter
ValueCountFrequency (%)
N 4355
52.4%
Y 3962
47.6%

Most occurring scripts

ValueCountFrequency (%)
Latin 20596
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 4355
21.1%
o 4355
21.1%
Y 3962
19.2%
e 3962
19.2%
s 3962
19.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 20596
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 4355
21.1%
o 4355
21.1%
Y 3962
19.2%
e 3962
19.2%
s 3962
19.2%

BSBG05G
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing144
Missing (%)1.7%
Memory size8.5 KiB
No
7241 
Yes
1073 

Length

Max length3
Median length2
Mean length2.1290594
Min length2

Characters and Unicode

Total characters17701
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
No 7241
85.6%
Yes 1073
 
12.7%
(Missing) 144
 
1.7%

Length

2023-10-26T17:08:06.783961image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:07.169612image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 7241
87.1%
yes 1073
 
12.9%

Most occurring characters

ValueCountFrequency (%)
N 7241
40.9%
o 7241
40.9%
Y 1073
 
6.1%
e 1073
 
6.1%
s 1073
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 9387
53.0%
Uppercase Letter 8314
47.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 7241
77.1%
e 1073
 
11.4%
s 1073
 
11.4%
Uppercase Letter
ValueCountFrequency (%)
N 7241
87.1%
Y 1073
 
12.9%

Most occurring scripts

ValueCountFrequency (%)
Latin 17701
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 7241
40.9%
o 7241
40.9%
Y 1073
 
6.1%
e 1073
 
6.1%
s 1073
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 17701
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 7241
40.9%
o 7241
40.9%
Y 1073
 
6.1%
e 1073
 
6.1%
s 1073
 
6.1%

BSBG05H
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing150
Missing (%)1.8%
Memory size8.5 KiB
No
6335 
Yes
1973 

Length

Max length3
Median length2
Mean length2.2374819
Min length2

Characters and Unicode

Total characters18589
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 6335
74.9%
Yes 1973
 
23.3%
(Missing) 150
 
1.8%

Length

2023-10-26T17:08:07.544824image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:07.867735image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 6335
76.3%
yes 1973
 
23.7%

Most occurring characters

ValueCountFrequency (%)
N 6335
34.1%
o 6335
34.1%
Y 1973
 
10.6%
e 1973
 
10.6%
s 1973
 
10.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10281
55.3%
Uppercase Letter 8308
44.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 6335
61.6%
e 1973
 
19.2%
s 1973
 
19.2%
Uppercase Letter
ValueCountFrequency (%)
N 6335
76.3%
Y 1973
 
23.7%

Most occurring scripts

ValueCountFrequency (%)
Latin 18589
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 6335
34.1%
o 6335
34.1%
Y 1973
 
10.6%
e 1973
 
10.6%
s 1973
 
10.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18589
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 6335
34.1%
o 6335
34.1%
Y 1973
 
10.6%
e 1973
 
10.6%
s 1973
 
10.6%

BSBG05I
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing140
Missing (%)1.7%
Memory size8.5 KiB
Yes
4443 
No
3875 

Length

Max length3
Median length3
Mean length2.5341428
Min length2

Characters and Unicode

Total characters21079
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 4443
52.5%
No 3875
45.8%
(Missing) 140
 
1.7%

Length

2023-10-26T17:08:08.166475image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:08.452437image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4443
53.4%
no 3875
46.6%

Most occurring characters

ValueCountFrequency (%)
Y 4443
21.1%
e 4443
21.1%
s 4443
21.1%
N 3875
18.4%
o 3875
18.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12761
60.5%
Uppercase Letter 8318
39.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4443
34.8%
s 4443
34.8%
o 3875
30.4%
Uppercase Letter
ValueCountFrequency (%)
Y 4443
53.4%
N 3875
46.6%

Most occurring scripts

ValueCountFrequency (%)
Latin 21079
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4443
21.1%
e 4443
21.1%
s 4443
21.1%
N 3875
18.4%
o 3875
18.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21079
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4443
21.1%
e 4443
21.1%
s 4443
21.1%
N 3875
18.4%
o 3875
18.4%

BSBG06A
Categorical

MISSING 

Distinct9
Distinct (%)0.1%
Missing221
Missing (%)2.6%
Memory size8.8 KiB
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
2471 
I don’t know
1505 
<Lower secondary education—ISCED Level 2>
1455 
<Upper secondary education—ISCED Level 3>
955 
<Bachelor’s or equivalent level—ISCED Level 6>
407 
Other values (4)
1444 

Length

Max length105
Median length70
Mean length55.812432
Min length12

Characters and Unicode

Total characters459727
Distinct characters49
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowI don’t know
2nd rowI don’t know
3rd row<Bachelor’s or equivalent level—ISCED Level 6>
4th row<Lower secondary education—ISCED Level 2>
5th row<Post-secondary, non-tertiary education—ISCED Level 4>

Common Values

ValueCountFrequency (%)
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school 2471
29.2%
I don’t know 1505
17.8%
<Lower secondary education—ISCED Level 2> 1455
17.2%
<Upper secondary education—ISCED Level 3> 955
 
11.3%
<Bachelor’s or equivalent level—ISCED Level 6> 407
 
4.8%
Not applicable 383
 
4.5%
<Short-cycle tertiary education—ISCED Level 5> 375
 
4.4%
<Post-secondary, non-tertiary education—ISCED Level 4> 372
 
4.4%
<Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 314
 
3.7%
(Missing) 221
 
2.6%

Length

2023-10-26T17:08:08.857507image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:09.272538image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 9134
13.3%
education—isced 8099
 
11.8%
or 5663
 
8.2%
secondary 4881
 
7.1%
2 3926
 
5.7%
lower 3926
 
5.7%
not 2854
 
4.2%
school 2471
 
3.6%
to 2471
 
3.6%
go 2471
 
3.6%
Other values (27) 22759
33.1%

Most occurring characters

ValueCountFrequency (%)
60418
 
13.1%
e 44082
 
9.6%
o 43628
 
9.5%
r 24271
 
5.3%
d 20427
 
4.4%
n 19984
 
4.3%
a 19092
 
4.2%
t 18833
 
4.1%
c 17677
 
3.8%
i 14578
 
3.2%
Other values (39) 176737
38.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 295701
64.3%
Uppercase Letter 68611
 
14.9%
Space Separator 60418
 
13.1%
Math Symbol 12698
 
2.8%
Dash Punctuation 10253
 
2.2%
Decimal Number 9134
 
2.0%
Final Punctuation 2226
 
0.5%
Other Punctuation 686
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 44082
14.9%
o 43628
14.8%
r 24271
8.2%
d 20427
 
6.9%
n 19984
 
6.8%
a 19092
 
6.5%
t 18833
 
6.4%
c 17677
 
6.0%
i 14578
 
4.9%
l 14374
 
4.9%
Other values (12) 58755
19.9%
Uppercase Letter
ValueCountFrequency (%)
L 13060
19.0%
S 11980
17.5%
I 10639
15.5%
D 9448
13.8%
C 9134
13.3%
E 9134
13.3%
P 3157
 
4.6%
U 955
 
1.4%
B 407
 
0.6%
N 383
 
0.6%
Decimal Number
ValueCountFrequency (%)
2 3926
43.0%
1 2471
27.1%
3 955
 
10.5%
6 407
 
4.5%
5 375
 
4.1%
4 372
 
4.1%
7 314
 
3.4%
8 314
 
3.4%
Dash Punctuation
ValueCountFrequency (%)
— 9134
89.1%
- 1119
 
10.9%
Math Symbol
ValueCountFrequency (%)
< 6349
50.0%
> 6349
50.0%
Other Punctuation
ValueCountFrequency (%)
, 372
54.2%
: 314
45.8%
Space Separator
ValueCountFrequency (%)
60418
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2226
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 364312
79.2%
Common 95415
 
20.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 44082
 
12.1%
o 43628
 
12.0%
r 24271
 
6.7%
d 20427
 
5.6%
n 19984
 
5.5%
a 19092
 
5.2%
t 18833
 
5.2%
c 17677
 
4.9%
i 14578
 
4.0%
l 14374
 
3.9%
Other values (23) 127366
35.0%
Common
ValueCountFrequency (%)
60418
63.3%
— 9134
 
9.6%
< 6349
 
6.7%
> 6349
 
6.7%
2 3926
 
4.1%
1 2471
 
2.6%
’ 2226
 
2.3%
- 1119
 
1.2%
3 955
 
1.0%
6 407
 
0.4%
Other values (6) 2061
 
2.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 448367
97.5%
Punctuation 11360
 
2.5%

Most frequent character per block

ASCII
ValueCountFrequency (%)
60418
 
13.5%
e 44082
 
9.8%
o 43628
 
9.7%
r 24271
 
5.4%
d 20427
 
4.6%
n 19984
 
4.5%
a 19092
 
4.3%
t 18833
 
4.2%
c 17677
 
3.9%
i 14578
 
3.3%
Other values (37) 165377
36.9%
Punctuation
ValueCountFrequency (%)
— 9134
80.4%
’ 2226
 
19.6%

BSBG06B
Categorical

MISSING 

Distinct9
Distinct (%)0.1%
Missing202
Missing (%)2.4%
Memory size8.8 KiB
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
2920 
I don’t know
1573 
<Lower secondary education—ISCED Level 2>
1370 
<Upper secondary education—ISCED Level 3>
762 
Not applicable
512 
Other values (4)
1119 

Length

Max length105
Median length70
Mean length57.997335
Min length12

Characters and Unicode

Total characters478826
Distinct characters49
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowI don’t know
2nd rowI don’t know
3rd row<Lower secondary education—ISCED Level 2>
4th rowSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school
5th row<Post-secondary, non-tertiary education—ISCED Level 4>

Common Values

ValueCountFrequency (%)
Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school 2920
34.5%
I don’t know 1573
18.6%
<Lower secondary education—ISCED Level 2> 1370
16.2%
<Upper secondary education—ISCED Level 3> 762
 
9.0%
Not applicable 512
 
6.1%
<Post-secondary, non-tertiary education—ISCED Level 4> 384
 
4.5%
<Short-cycle tertiary education—ISCED Level 5> 285
 
3.4%
<Bachelor’s or equivalent level—ISCED Level 6> 274
 
3.2%
<Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 176
 
2.1%
(Missing) 202
 
2.4%

Length

2023-10-26T17:08:09.707688image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:10.005555image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 9267
12.7%
education—isced 8641
 
11.9%
or 6290
 
8.6%
secondary 5052
 
6.9%
2 4290
 
5.9%
lower 4290
 
5.9%
not 3432
 
4.7%
school 2920
 
4.0%
to 2920
 
4.0%
go 2920
 
4.0%
Other values (27) 22770
31.3%

Most occurring characters

ValueCountFrequency (%)
64536
 
13.5%
o 47690
 
10.0%
e 44299
 
9.3%
r 25219
 
5.3%
d 21842
 
4.6%
n 21185
 
4.4%
a 19766
 
4.1%
t 19551
 
4.1%
c 18529
 
3.9%
i 15936
 
3.3%
Other values (39) 180273
37.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 309728
64.7%
Uppercase Letter 70050
 
14.6%
Space Separator 64536
 
13.5%
Math Symbol 12342
 
2.6%
Dash Punctuation 10320
 
2.2%
Decimal Number 9267
 
1.9%
Final Punctuation 2023
 
0.4%
Other Punctuation 560
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 47690
15.4%
e 44299
14.3%
r 25219
8.1%
d 21842
 
7.1%
n 21185
 
6.8%
a 19766
 
6.4%
t 19551
 
6.3%
c 18529
 
6.0%
i 15936
 
5.1%
l 14592
 
4.7%
Other values (12) 61119
19.7%
Uppercase Letter
ValueCountFrequency (%)
L 13557
19.4%
S 12472
17.8%
I 10840
15.5%
D 9443
13.5%
C 9267
13.2%
E 9267
13.2%
P 3480
 
5.0%
U 762
 
1.1%
N 512
 
0.7%
B 274
 
0.4%
Decimal Number
ValueCountFrequency (%)
2 4290
46.3%
1 2920
31.5%
3 762
 
8.2%
4 384
 
4.1%
5 285
 
3.1%
6 274
 
3.0%
7 176
 
1.9%
8 176
 
1.9%
Dash Punctuation
ValueCountFrequency (%)
— 9267
89.8%
- 1053
 
10.2%
Math Symbol
ValueCountFrequency (%)
> 6171
50.0%
< 6171
50.0%
Other Punctuation
ValueCountFrequency (%)
, 384
68.6%
: 176
31.4%
Space Separator
ValueCountFrequency (%)
64536
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 2023
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 379778
79.3%
Common 99048
 
20.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 47690
 
12.6%
e 44299
 
11.7%
r 25219
 
6.6%
d 21842
 
5.8%
n 21185
 
5.6%
a 19766
 
5.2%
t 19551
 
5.1%
c 18529
 
4.9%
i 15936
 
4.2%
l 14592
 
3.8%
Other values (23) 131169
34.5%
Common
ValueCountFrequency (%)
64536
65.2%
— 9267
 
9.4%
> 6171
 
6.2%
< 6171
 
6.2%
2 4290
 
4.3%
1 2920
 
2.9%
’ 2023
 
2.0%
- 1053
 
1.1%
3 762
 
0.8%
4 384
 
0.4%
Other values (6) 1471
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 467536
97.6%
Punctuation 11290
 
2.4%

Most frequent character per block

ASCII
ValueCountFrequency (%)
64536
 
13.8%
o 47690
 
10.2%
e 44299
 
9.5%
r 25219
 
5.4%
d 21842
 
4.7%
n 21185
 
4.5%
a 19766
 
4.2%
t 19551
 
4.2%
c 18529
 
4.0%
i 15936
 
3.4%
Other values (37) 168983
36.1%
Punctuation
ValueCountFrequency (%)
— 9267
82.1%
’ 2023
 
17.9%

BSBG07
Categorical

MISSING 

Distinct6
Distinct (%)0.1%
Missing166
Missing (%)2.0%
Memory size8.6 KiB
Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
4094 
Finish <Short-cycle tertiary education—ISCED Level 5>
1348 
Finish <Bachelor’s or equivalent level—ISCED Level 6>
1031 
Finish <Upper secondary education—ISCED Level 3>
898 
Finish <Lower secondary education—ISCED Level 2>
518 

Length

Max length77
Median length61
Mean length64.384467
Min length48

Characters and Unicode

Total characters533876
Distinct characters45
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
2nd rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
3rd rowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>
4th rowFinish <Bachelor’s or equivalent level—ISCED Level 6>
5th rowFinish <Bachelor’s or equivalent level—ISCED Level 6>

Common Values

ValueCountFrequency (%)
Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8> 4094
48.4%
Finish <Short-cycle tertiary education—ISCED Level 5> 1348
 
15.9%
Finish <Bachelor’s or equivalent level—ISCED Level 6> 1031
 
12.2%
Finish <Upper secondary education—ISCED Level 3> 898
 
10.6%
Finish <Lower secondary education—ISCED Level 2> 518
 
6.1%
Finish <Post-secondary, non-tertiary education—ISCED Level 4> 403
 
4.8%
(Missing) 166
 
2.0%

Length

2023-10-26T17:08:10.491776image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:10.782708image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
level 12386
17.4%
finish 8292
11.6%
or 5125
 
7.2%
degree 4094
 
5.7%
master’s—isced 4094
 
5.7%
7 4094
 
5.7%
doctor 4094
 
5.7%
—isced 4094
 
5.7%
8 4094
 
5.7%
postgraduate 4094
 
5.7%
Other values (16) 16792
23.6%

Most occurring characters

ValueCountFrequency (%)
62961
 
11.8%
e 59898
 
11.2%
r 30617
 
5.7%
o 26096
 
4.9%
t 25827
 
4.8%
s 23827
 
4.5%
i 22533
 
4.2%
a 21081
 
3.9%
l 17858
 
3.3%
D 16480
 
3.1%
Other values (35) 226698
42.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 318695
59.7%
Uppercase Letter 99088
 
18.6%
Space Separator 62961
 
11.8%
Math Symbol 16584
 
3.1%
Dash Punctuation 14540
 
2.7%
Decimal Number 12386
 
2.3%
Final Punctuation 5125
 
1.0%
Other Punctuation 4497
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 59898
18.8%
r 30617
9.6%
o 26096
8.2%
t 25827
8.1%
s 23827
 
7.5%
i 22533
 
7.1%
a 21081
 
6.6%
l 17858
 
5.6%
n 15115
 
4.7%
v 14448
 
4.5%
Other values (9) 61395
19.3%
Uppercase Letter
ValueCountFrequency (%)
D 16480
16.6%
S 13734
13.9%
L 12904
13.0%
E 12386
12.5%
I 12386
12.5%
C 12386
12.5%
F 8292
8.4%
P 4497
 
4.5%
M 4094
 
4.1%
B 1031
 
1.0%
Decimal Number
ValueCountFrequency (%)
7 4094
33.1%
8 4094
33.1%
5 1348
 
10.9%
6 1031
 
8.3%
3 898
 
7.3%
2 518
 
4.2%
4 403
 
3.3%
Dash Punctuation
ValueCountFrequency (%)
— 12386
85.2%
- 2154
 
14.8%
Math Symbol
ValueCountFrequency (%)
> 8292
50.0%
< 8292
50.0%
Other Punctuation
ValueCountFrequency (%)
: 4094
91.0%
, 403
 
9.0%
Space Separator
ValueCountFrequency (%)
62961
100.0%
Final Punctuation
ValueCountFrequency (%)
’ 5125
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 417783
78.3%
Common 116093
 
21.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 59898
 
14.3%
r 30617
 
7.3%
o 26096
 
6.2%
t 25827
 
6.2%
s 23827
 
5.7%
i 22533
 
5.4%
a 21081
 
5.0%
l 17858
 
4.3%
D 16480
 
3.9%
n 15115
 
3.6%
Other values (20) 158451
37.9%
Common
ValueCountFrequency (%)
62961
54.2%
— 12386
 
10.7%
> 8292
 
7.1%
< 8292
 
7.1%
’ 5125
 
4.4%
: 4094
 
3.5%
7 4094
 
3.5%
8 4094
 
3.5%
- 2154
 
1.9%
5 1348
 
1.2%
Other values (5) 3253
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 516365
96.7%
Punctuation 17511
 
3.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
62961
 
12.2%
e 59898
 
11.6%
r 30617
 
5.9%
o 26096
 
5.1%
t 25827
 
5.0%
s 23827
 
4.6%
i 22533
 
4.4%
a 21081
 
4.1%
l 17858
 
3.5%
D 16480
 
3.2%
Other values (33) 209187
40.5%
Punctuation
ValueCountFrequency (%)
— 12386
70.7%
’ 5125
29.3%

BSBG10
Categorical

MISSING 

Distinct5
Distinct (%)0.1%
Missing181
Missing (%)2.1%
Memory size8.6 KiB
Never or almost never
5263 
Once a week
1003 
Once every two month
884 
Once a month
785 
Once every two weeks
 
342

Length

Max length21
Median length21
Mean length18.786517
Min length11

Characters and Unicode

Total characters155496
Distinct characters18
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever or almost never
2nd rowNever or almost never
3rd rowNever or almost never
4th rowNever or almost never
5th rowNever or almost never

Common Values

ValueCountFrequency (%)
Never or almost never 5263
62.2%
Once a week 1003
 
11.9%
Once every two month 884
 
10.5%
Once a month 785
 
9.3%
Once every two weeks 342
 
4.0%
(Missing) 181
 
2.1%

Length

2023-10-26T17:08:11.282561image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:11.675245image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 10526
33.6%
or 5263
16.8%
almost 5263
16.8%
once 3014
 
9.6%
a 1788
 
5.7%
month 1669
 
5.3%
every 1226
 
3.9%
two 1226
 
3.9%
week 1003
 
3.2%
weeks 342
 
1.1%

Most occurring characters

ValueCountFrequency (%)
e 29208
18.8%
23043
14.8%
r 17015
10.9%
o 13421
8.6%
v 11752
7.6%
n 9946
 
6.4%
t 8158
 
5.2%
a 7051
 
4.5%
m 6932
 
4.5%
s 5605
 
3.6%
Other values (8) 23365
15.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 124176
79.9%
Space Separator 23043
 
14.8%
Uppercase Letter 8277
 
5.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 29208
23.5%
r 17015
13.7%
o 13421
10.8%
v 11752
9.5%
n 9946
 
8.0%
t 8158
 
6.6%
a 7051
 
5.7%
m 6932
 
5.6%
s 5605
 
4.5%
l 5263
 
4.2%
Other values (5) 9825
 
7.9%
Uppercase Letter
ValueCountFrequency (%)
N 5263
63.6%
O 3014
36.4%
Space Separator
ValueCountFrequency (%)
23043
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 132453
85.2%
Common 23043
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 29208
22.1%
r 17015
12.8%
o 13421
10.1%
v 11752
8.9%
n 9946
 
7.5%
t 8158
 
6.2%
a 7051
 
5.3%
m 6932
 
5.2%
s 5605
 
4.2%
N 5263
 
4.0%
Other values (7) 18102
13.7%
Common
ValueCountFrequency (%)
23043
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 155496
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 29208
18.8%
23043
14.8%
r 17015
10.9%
o 13421
8.6%
v 11752
7.6%
n 9946
 
6.4%
t 8158
 
5.2%
a 7051
 
4.5%
m 6932
 
4.5%
s 5605
 
3.6%
Other values (8) 23365
15.0%

BSBG12A
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing179
Missing (%)2.1%
Memory size8.5 KiB
Yes
4966 
No
3313 

Length

Max length3
Median length3
Mean length2.5998309
Min length2

Characters and Unicode

Total characters21524
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowNo
3rd rowNo
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 4966
58.7%
No 3313
39.2%
(Missing) 179
 
2.1%

Length

2023-10-26T17:08:12.086714image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:12.401571image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4966
60.0%
no 3313
40.0%

Most occurring characters

ValueCountFrequency (%)
Y 4966
23.1%
e 4966
23.1%
s 4966
23.1%
N 3313
15.4%
o 3313
15.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13245
61.5%
Uppercase Letter 8279
38.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4966
37.5%
s 4966
37.5%
o 3313
25.0%
Uppercase Letter
ValueCountFrequency (%)
Y 4966
60.0%
N 3313
40.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 21524
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4966
23.1%
e 4966
23.1%
s 4966
23.1%
N 3313
15.4%
o 3313
15.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21524
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4966
23.1%
e 4966
23.1%
s 4966
23.1%
N 3313
15.4%
o 3313
15.4%

BSBG12B
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing149
Missing (%)1.8%
Memory size8.5 KiB
No
6026 
Yes
2283 

Length

Max length3
Median length2
Mean length2.2747623
Min length2

Characters and Unicode

Total characters18901
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes
3rd rowNo
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 6026
71.2%
Yes 2283
 
27.0%
(Missing) 149
 
1.8%

Length

2023-10-26T17:08:12.770094image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:13.071837image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 6026
72.5%
yes 2283
 
27.5%

Most occurring characters

ValueCountFrequency (%)
N 6026
31.9%
o 6026
31.9%
Y 2283
 
12.1%
e 2283
 
12.1%
s 2283
 
12.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10592
56.0%
Uppercase Letter 8309
44.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 6026
56.9%
e 2283
 
21.6%
s 2283
 
21.6%
Uppercase Letter
ValueCountFrequency (%)
N 6026
72.5%
Y 2283
 
27.5%

Most occurring scripts

ValueCountFrequency (%)
Latin 18901
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 6026
31.9%
o 6026
31.9%
Y 2283
 
12.1%
e 2283
 
12.1%
s 2283
 
12.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18901
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 6026
31.9%
o 6026
31.9%
Y 2283
 
12.1%
e 2283
 
12.1%
s 2283
 
12.1%

BSBG12C
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing160
Missing (%)1.9%
Memory size8.5 KiB
Yes
5377 
No
2921 

Length

Max length3
Median length3
Mean length2.6479875
Min length2

Characters and Unicode

Total characters21973
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowNo
5th rowYes

Common Values

ValueCountFrequency (%)
Yes 5377
63.6%
No 2921
34.5%
(Missing) 160
 
1.9%

Length

2023-10-26T17:08:13.473327image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:13.810409image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5377
64.8%
no 2921
35.2%

Most occurring characters

ValueCountFrequency (%)
Y 5377
24.5%
e 5377
24.5%
s 5377
24.5%
N 2921
13.3%
o 2921
13.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 13675
62.2%
Uppercase Letter 8298
37.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5377
39.3%
s 5377
39.3%
o 2921
21.4%
Uppercase Letter
ValueCountFrequency (%)
Y 5377
64.8%
N 2921
35.2%

Most occurring scripts

ValueCountFrequency (%)
Latin 21973
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5377
24.5%
e 5377
24.5%
s 5377
24.5%
N 2921
13.3%
o 2921
13.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21973
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5377
24.5%
e 5377
24.5%
s 5377
24.5%
N 2921
13.3%
o 2921
13.3%

BSBG12D
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing222
Missing (%)2.6%
Memory size8.5 KiB
No
5821 
Yes
2415 

Length

Max length3
Median length2
Mean length2.2932249
Min length2

Characters and Unicode

Total characters18887
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowYes
4th rowNo
5th rowNo

Common Values

ValueCountFrequency (%)
No 5821
68.8%
Yes 2415
28.6%
(Missing) 222
 
2.6%

Length

2023-10-26T17:08:14.172753image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:14.492646image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
no 5821
70.7%
yes 2415
29.3%

Most occurring characters

ValueCountFrequency (%)
N 5821
30.8%
o 5821
30.8%
Y 2415
12.8%
e 2415
12.8%
s 2415
12.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 10651
56.4%
Uppercase Letter 8236
43.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 5821
54.7%
e 2415
22.7%
s 2415
22.7%
Uppercase Letter
ValueCountFrequency (%)
N 5821
70.7%
Y 2415
29.3%

Most occurring scripts

ValueCountFrequency (%)
Latin 18887
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N 5821
30.8%
o 5821
30.8%
Y 2415
12.8%
e 2415
12.8%
s 2415
12.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 18887
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N 5821
30.8%
o 5821
30.8%
Y 2415
12.8%
e 2415
12.8%
s 2415
12.8%

BSBG12E
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing145
Missing (%)1.7%
Memory size8.5 KiB
Yes
5968 
No
2345 

Length

Max length3
Median length3
Mean length2.7179117
Min length2

Characters and Unicode

Total characters22594
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 5968
70.6%
No 2345
 
27.7%
(Missing) 145
 
1.7%

Length

2023-10-26T17:08:14.795133image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:15.108392image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 5968
71.8%
no 2345
 
28.2%

Most occurring characters

ValueCountFrequency (%)
Y 5968
26.4%
e 5968
26.4%
s 5968
26.4%
N 2345
 
10.4%
o 2345
 
10.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 14281
63.2%
Uppercase Letter 8313
36.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 5968
41.8%
s 5968
41.8%
o 2345
 
16.4%
Uppercase Letter
ValueCountFrequency (%)
Y 5968
71.8%
N 2345
 
28.2%

Most occurring scripts

ValueCountFrequency (%)
Latin 22594
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 5968
26.4%
e 5968
26.4%
s 5968
26.4%
N 2345
 
10.4%
o 2345
 
10.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 22594
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 5968
26.4%
e 5968
26.4%
s 5968
26.4%
N 2345
 
10.4%
o 2345
 
10.4%

BSBG12F
Categorical

MISSING 

Distinct2
Distinct (%)< 0.1%
Missing156
Missing (%)1.8%
Memory size8.5 KiB
Yes
4554 
No
3748 

Length

Max length3
Median length3
Mean length2.5485425
Min length2

Characters and Unicode

Total characters21158
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNo
2nd rowYes
3rd rowNo
4th rowYes
5th rowNo

Common Values

ValueCountFrequency (%)
Yes 4554
53.8%
No 3748
44.3%
(Missing) 156
 
1.8%

Length

2023-10-26T17:08:15.429024image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:15.769811image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 4554
54.9%
no 3748
45.1%

Most occurring characters

ValueCountFrequency (%)
Y 4554
21.5%
e 4554
21.5%
s 4554
21.5%
N 3748
17.7%
o 3748
17.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 12856
60.8%
Uppercase Letter 8302
39.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 4554
35.4%
s 4554
35.4%
o 3748
29.2%
Uppercase Letter
ValueCountFrequency (%)
Y 4554
54.9%
N 3748
45.1%

Most occurring scripts

ValueCountFrequency (%)
Latin 21158
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y 4554
21.5%
e 4554
21.5%
s 4554
21.5%
N 3748
17.7%
o 3748
17.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 21158
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y 4554
21.5%
e 4554
21.5%
s 4554
21.5%
N 3748
17.7%
o 3748
17.7%

BSBG13A
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing105
Missing (%)1.2%
Memory size8.6 KiB
Agree a lot
5447 
Agree a little
2292 
Disagree a little
 
370
Disagree a lot
 
244

Length

Max length17
Median length11
Mean length12.176583
Min length11

Characters and Unicode

Total characters101711
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a little
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5447
64.4%
Agree a little 2292
27.1%
Disagree a little 370
 
4.4%
Disagree a lot 244
 
2.9%
(Missing) 105
 
1.2%

Length

2023-10-26T17:08:16.116592image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:16.500018image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8353
33.3%
agree 7739
30.9%
lot 5691
22.7%
little 2662
 
10.6%
disagree 614
 
2.5%

Most occurring characters

ValueCountFrequency (%)
e 19368
19.0%
16706
16.4%
l 11015
10.8%
t 11015
10.8%
a 8967
8.8%
g 8353
8.2%
r 8353
8.2%
A 7739
 
7.6%
o 5691
 
5.6%
i 3276
 
3.2%
Other values (2) 1228
 
1.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 76652
75.4%
Space Separator 16706
 
16.4%
Uppercase Letter 8353
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19368
25.3%
l 11015
14.4%
t 11015
14.4%
a 8967
11.7%
g 8353
10.9%
r 8353
10.9%
o 5691
 
7.4%
i 3276
 
4.3%
s 614
 
0.8%
Uppercase Letter
ValueCountFrequency (%)
A 7739
92.6%
D 614
 
7.4%
Space Separator
ValueCountFrequency (%)
16706
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85005
83.6%
Common 16706
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19368
22.8%
l 11015
13.0%
t 11015
13.0%
a 8967
10.5%
g 8353
9.8%
r 8353
9.8%
A 7739
 
9.1%
o 5691
 
6.7%
i 3276
 
3.9%
D 614
 
0.7%
Common
ValueCountFrequency (%)
16706
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 101711
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19368
19.0%
16706
16.4%
l 11015
10.8%
t 11015
10.8%
a 8967
8.8%
g 8353
8.2%
r 8353
8.2%
A 7739
 
7.6%
o 5691
 
5.6%
i 3276
 
3.2%
Other values (2) 1228
 
1.2%

BSBG13B
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing112
Missing (%)1.3%
Memory size8.6 KiB
Agree a lot
4885 
Agree a little
2303 
Disagree a little
737 
Disagree a lot
 
421

Length

Max length17
Median length11
Mean length12.508986
Min length11

Characters and Unicode

Total characters104400
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowDisagree a little
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4885
57.8%
Agree a little 2303
27.2%
Disagree a little 737
 
8.7%
Disagree a lot 421
 
5.0%
(Missing) 112
 
1.3%

Length

2023-10-26T17:08:16.956077image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:17.325222image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8346
33.3%
agree 7188
28.7%
lot 5306
21.2%
little 3040
 
12.1%
disagree 1158
 
4.6%

Most occurring characters

ValueCountFrequency (%)
e 19732
18.9%
16692
16.0%
l 11386
10.9%
t 11386
10.9%
a 9504
9.1%
g 8346
8.0%
r 8346
8.0%
A 7188
 
6.9%
o 5306
 
5.1%
i 4198
 
4.0%
Other values (2) 2316
 
2.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79362
76.0%
Space Separator 16692
 
16.0%
Uppercase Letter 8346
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19732
24.9%
l 11386
14.3%
t 11386
14.3%
a 9504
12.0%
g 8346
10.5%
r 8346
10.5%
o 5306
 
6.7%
i 4198
 
5.3%
s 1158
 
1.5%
Uppercase Letter
ValueCountFrequency (%)
A 7188
86.1%
D 1158
 
13.9%
Space Separator
ValueCountFrequency (%)
16692
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87708
84.0%
Common 16692
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19732
22.5%
l 11386
13.0%
t 11386
13.0%
a 9504
10.8%
g 8346
9.5%
r 8346
9.5%
A 7188
 
8.2%
o 5306
 
6.0%
i 4198
 
4.8%
D 1158
 
1.3%
Common
ValueCountFrequency (%)
16692
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104400
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19732
18.9%
16692
16.0%
l 11386
10.9%
t 11386
10.9%
a 9504
9.1%
g 8346
8.0%
r 8346
8.0%
A 7188
 
6.9%
o 5306
 
5.1%
i 4198
 
4.0%
Other values (2) 2316
 
2.2%

BSBG13C
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing222
Missing (%)2.6%
Memory size8.6 KiB
Agree a lot
5075 
Agree a little
2193 
Disagree a little
595 
Disagree a lot
 
373

Length

Max length17
Median length11
Mean length12.36814
Min length11

Characters and Unicode

Total characters101864
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5075
60.0%
Agree a little 2193
25.9%
Disagree a little 595
 
7.0%
Disagree a lot 373
 
4.4%
(Missing) 222
 
2.6%

Length

2023-10-26T17:08:17.759914image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:18.120808image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8236
33.3%
agree 7268
29.4%
lot 5448
22.0%
little 2788
 
11.3%
disagree 968
 
3.9%

Most occurring characters

ValueCountFrequency (%)
e 19260
18.9%
16472
16.2%
l 11024
10.8%
t 11024
10.8%
a 9204
9.0%
g 8236
8.1%
r 8236
8.1%
A 7268
 
7.1%
o 5448
 
5.3%
i 3756
 
3.7%
Other values (2) 1936
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77156
75.7%
Space Separator 16472
 
16.2%
Uppercase Letter 8236
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19260
25.0%
l 11024
14.3%
t 11024
14.3%
a 9204
11.9%
g 8236
10.7%
r 8236
10.7%
o 5448
 
7.1%
i 3756
 
4.9%
s 968
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7268
88.2%
D 968
 
11.8%
Space Separator
ValueCountFrequency (%)
16472
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85392
83.8%
Common 16472
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19260
22.6%
l 11024
12.9%
t 11024
12.9%
a 9204
10.8%
g 8236
9.6%
r 8236
9.6%
A 7268
 
8.5%
o 5448
 
6.4%
i 3756
 
4.4%
D 968
 
1.1%
Common
ValueCountFrequency (%)
16472
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 101864
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19260
18.9%
16472
16.2%
l 11024
10.8%
t 11024
10.8%
a 9204
9.0%
g 8236
8.1%
r 8236
8.1%
A 7268
 
7.1%
o 5448
 
5.3%
i 3756
 
3.7%
Other values (2) 1936
 
1.9%

BSBG13D
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing187
Missing (%)2.2%
Memory size8.6 KiB
Agree a lot
4527 
Agree a little
2499 
Disagree a little
783 
Disagree a lot
462 

Length

Max length17
Median length11
Mean length12.642002
Min length11

Characters and Unicode

Total characters104562
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4527
53.5%
Agree a little 2499
29.5%
Disagree a little 783
 
9.3%
Disagree a lot 462
 
5.5%
(Missing) 187
 
2.2%

Length

2023-10-26T17:08:18.493152image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:18.858997image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8271
33.3%
agree 7026
28.3%
lot 4989
20.1%
little 3282
 
13.2%
disagree 1245
 
5.0%

Most occurring characters

ValueCountFrequency (%)
e 19824
19.0%
16542
15.8%
l 11553
11.0%
t 11553
11.0%
a 9516
9.1%
g 8271
7.9%
r 8271
7.9%
A 7026
 
6.7%
o 4989
 
4.8%
i 4527
 
4.3%
Other values (2) 2490
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79749
76.3%
Space Separator 16542
 
15.8%
Uppercase Letter 8271
 
7.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19824
24.9%
l 11553
14.5%
t 11553
14.5%
a 9516
11.9%
g 8271
10.4%
r 8271
10.4%
o 4989
 
6.3%
i 4527
 
5.7%
s 1245
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7026
84.9%
D 1245
 
15.1%
Space Separator
ValueCountFrequency (%)
16542
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 88020
84.2%
Common 16542
 
15.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19824
22.5%
l 11553
13.1%
t 11553
13.1%
a 9516
10.8%
g 8271
9.4%
r 8271
9.4%
A 7026
 
8.0%
o 4989
 
5.7%
i 4527
 
5.1%
D 1245
 
1.4%
Common
ValueCountFrequency (%)
16542
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104562
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19824
19.0%
16542
15.8%
l 11553
11.0%
t 11553
11.0%
a 9516
9.1%
g 8271
7.9%
r 8271
7.9%
A 7026
 
6.7%
o 4989
 
4.8%
i 4527
 
4.3%
Other values (2) 2490
 
2.4%

BSBG13E
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing98
Missing (%)1.2%
Memory size8.6 KiB
Agree a lot
5518 
Agree a little
1892 
Disagree a little
553 
Disagree a lot
 
397

Length

Max length17
Median length11
Mean length12.218301
Min length11

Characters and Unicode

Total characters102145
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a little
3rd rowAgree a lot
4th rowDisagree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5518
65.2%
Agree a little 1892
 
22.4%
Disagree a little 553
 
6.5%
Disagree a lot 397
 
4.7%
(Missing) 98
 
1.2%

Length

2023-10-26T17:08:19.307303image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:19.664029image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8360
33.3%
agree 7410
29.5%
lot 5915
23.6%
little 2445
 
9.7%
disagree 950
 
3.8%

Most occurring characters

ValueCountFrequency (%)
e 19165
18.8%
16720
16.4%
l 10805
10.6%
t 10805
10.6%
a 9310
9.1%
g 8360
8.2%
r 8360
8.2%
A 7410
 
7.3%
o 5915
 
5.8%
i 3395
 
3.3%
Other values (2) 1900
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77065
75.4%
Space Separator 16720
 
16.4%
Uppercase Letter 8360
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19165
24.9%
l 10805
14.0%
t 10805
14.0%
a 9310
12.1%
g 8360
10.8%
r 8360
10.8%
o 5915
 
7.7%
i 3395
 
4.4%
s 950
 
1.2%
Uppercase Letter
ValueCountFrequency (%)
A 7410
88.6%
D 950
 
11.4%
Space Separator
ValueCountFrequency (%)
16720
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85425
83.6%
Common 16720
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19165
22.4%
l 10805
12.6%
t 10805
12.6%
a 9310
10.9%
g 8360
9.8%
r 8360
9.8%
A 7410
 
8.7%
o 5915
 
6.9%
i 3395
 
4.0%
D 950
 
1.1%
Common
ValueCountFrequency (%)
16720
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102145
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19165
18.8%
16720
16.4%
l 10805
10.6%
t 10805
10.6%
a 9310
9.1%
g 8360
8.2%
r 8360
8.2%
A 7410
 
7.3%
o 5915
 
5.8%
i 3395
 
3.3%
Other values (2) 1900
 
1.9%

BSBG14A
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing255
Missing (%)3.0%
Memory size8.6 KiB
Never
4307 
A few times a year
1479 
At least once a week
1458 
Once or twice a month
959 

Length

Max length21
Median length5
Mean length11.880532
Min length5

Characters and Unicode

Total characters97456
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowA few times a year
3rd rowAt least once a week
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4307
50.9%
A few times a year 1479
 
17.5%
At least once a week 1458
 
17.2%
Once or twice a month 959
 
11.3%
(Missing) 255
 
3.0%

Length

2023-10-26T17:08:19.961825image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:20.307284image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 5375
22.6%
never 4307
18.1%
once 2417
10.2%
few 1479
 
6.2%
times 1479
 
6.2%
year 1479
 
6.2%
at 1458
 
6.1%
least 1458
 
6.1%
week 1458
 
6.1%
or 959
 
4.0%
Other values (2) 1918
 
8.1%

Most occurring characters

ValueCountFrequency (%)
e 20801
21.3%
15584
16.0%
a 6833
 
7.0%
r 6745
 
6.9%
t 6313
 
6.5%
N 4307
 
4.4%
v 4307
 
4.4%
w 3896
 
4.0%
o 3376
 
3.5%
c 3376
 
3.5%
Other values (11) 21918
22.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 73669
75.6%
Space Separator 15584
 
16.0%
Uppercase Letter 8203
 
8.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20801
28.2%
a 6833
 
9.3%
r 6745
 
9.2%
t 6313
 
8.6%
v 4307
 
5.8%
w 3896
 
5.3%
o 3376
 
4.6%
c 3376
 
4.6%
n 3376
 
4.6%
s 2937
 
4.0%
Other values (7) 11709
15.9%
Uppercase Letter
ValueCountFrequency (%)
N 4307
52.5%
A 2937
35.8%
O 959
 
11.7%
Space Separator
ValueCountFrequency (%)
15584
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 81872
84.0%
Common 15584
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20801
25.4%
a 6833
 
8.3%
r 6745
 
8.2%
t 6313
 
7.7%
N 4307
 
5.3%
v 4307
 
5.3%
w 3896
 
4.8%
o 3376
 
4.1%
c 3376
 
4.1%
n 3376
 
4.1%
Other values (10) 18542
22.6%
Common
ValueCountFrequency (%)
15584
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 97456
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20801
21.3%
15584
16.0%
a 6833
 
7.0%
r 6745
 
6.9%
t 6313
 
6.5%
N 4307
 
4.4%
v 4307
 
4.4%
w 3896
 
4.0%
o 3376
 
3.5%
c 3376
 
3.5%
Other values (11) 21918
22.5%

BSBG14B
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing211
Missing (%)2.5%
Memory size8.6 KiB
Never
4026 
A few times a year
1786 
Once or twice a month
1231 
At least once a week
1204 

Length

Max length21
Median length20
Mean length12.393476
Min length5

Characters and Unicode

Total characters102209
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAt least once a week
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4026
47.6%
A few times a year 1786
21.1%
Once or twice a month 1231
 
14.6%
At least once a week 1204
 
14.2%
(Missing) 211
 
2.5%

Length

2023-10-26T17:08:20.767023image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:21.191715image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 6007
23.9%
never 4026
16.0%
once 2435
9.7%
few 1786
 
7.1%
times 1786
 
7.1%
year 1786
 
7.1%
or 1231
 
4.9%
twice 1231
 
4.9%
month 1231
 
4.9%
at 1204
 
4.8%
Other values (2) 2408
9.6%

Most occurring characters

ValueCountFrequency (%)
e 20688
20.2%
16884
16.5%
a 7211
 
7.1%
r 7043
 
6.9%
t 6656
 
6.5%
w 4221
 
4.1%
N 4026
 
3.9%
v 4026
 
3.9%
o 3666
 
3.6%
c 3666
 
3.6%
Other values (11) 24122
23.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77078
75.4%
Space Separator 16884
 
16.5%
Uppercase Letter 8247
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20688
26.8%
a 7211
 
9.4%
r 7043
 
9.1%
t 6656
 
8.6%
w 4221
 
5.5%
v 4026
 
5.2%
o 3666
 
4.8%
c 3666
 
4.8%
n 3666
 
4.8%
m 3017
 
3.9%
Other values (7) 13218
17.1%
Uppercase Letter
ValueCountFrequency (%)
N 4026
48.8%
A 2990
36.3%
O 1231
 
14.9%
Space Separator
ValueCountFrequency (%)
16884
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85325
83.5%
Common 16884
 
16.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20688
24.2%
a 7211
 
8.5%
r 7043
 
8.3%
t 6656
 
7.8%
w 4221
 
4.9%
N 4026
 
4.7%
v 4026
 
4.7%
o 3666
 
4.3%
c 3666
 
4.3%
n 3666
 
4.3%
Other values (10) 20456
24.0%
Common
ValueCountFrequency (%)
16884
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102209
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20688
20.2%
16884
16.5%
a 7211
 
7.1%
r 7043
 
6.9%
t 6656
 
6.5%
w 4221
 
4.1%
N 4026
 
3.9%
v 4026
 
3.9%
o 3666
 
3.6%
c 3666
 
3.6%
Other values (11) 24122
23.6%

BSBG14C
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing224
Missing (%)2.6%
Memory size8.6 KiB
Never
4672 
A few times a year
1368 
At least once a week
1254 
Once or twice a month
940 

Length

Max length21
Median length5
Mean length11.270828
Min length5

Characters and Unicode

Total characters92804
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4672
55.2%
A few times a year 1368
 
16.2%
At least once a week 1254
 
14.8%
Once or twice a month 940
 
11.1%
(Missing) 224
 
2.6%

Length

2023-10-26T17:08:21.672644image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:22.084143image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 4930
21.9%
never 4672
20.8%
once 2194
9.8%
few 1368
 
6.1%
times 1368
 
6.1%
year 1368
 
6.1%
at 1254
 
5.6%
least 1254
 
5.6%
week 1254
 
5.6%
or 940
 
4.2%
Other values (2) 1880
 
8.4%

Most occurring characters

ValueCountFrequency (%)
e 20344
21.9%
14248
15.4%
r 6980
 
7.5%
a 6184
 
6.7%
t 5756
 
6.2%
N 4672
 
5.0%
v 4672
 
5.0%
w 3562
 
3.8%
o 3134
 
3.4%
c 3134
 
3.4%
Other values (11) 20118
21.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 70322
75.8%
Space Separator 14248
 
15.4%
Uppercase Letter 8234
 
8.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20344
28.9%
r 6980
 
9.9%
a 6184
 
8.8%
t 5756
 
8.2%
v 4672
 
6.6%
w 3562
 
5.1%
o 3134
 
4.5%
c 3134
 
4.5%
n 3134
 
4.5%
s 2622
 
3.7%
Other values (7) 10800
15.4%
Uppercase Letter
ValueCountFrequency (%)
N 4672
56.7%
A 2622
31.8%
O 940
 
11.4%
Space Separator
ValueCountFrequency (%)
14248
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 78556
84.6%
Common 14248
 
15.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20344
25.9%
r 6980
 
8.9%
a 6184
 
7.9%
t 5756
 
7.3%
N 4672
 
5.9%
v 4672
 
5.9%
w 3562
 
4.5%
o 3134
 
4.0%
c 3134
 
4.0%
n 3134
 
4.0%
Other values (10) 16984
21.6%
Common
ValueCountFrequency (%)
14248
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 92804
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20344
21.9%
14248
15.4%
r 6980
 
7.5%
a 6184
 
6.7%
t 5756
 
6.2%
N 4672
 
5.0%
v 4672
 
5.0%
w 3562
 
3.8%
o 3134
 
3.4%
c 3134
 
3.4%
Other values (11) 20118
21.7%

BSBG14D
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing235
Missing (%)2.8%
Memory size8.6 KiB
Never
5424 
A few times a year
1180 
At least once a week
822 
Once or twice a month
797 

Length

Max length21
Median length5
Mean length9.9157242
Min length5

Characters and Unicode

Total characters81537
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 5424
64.1%
A few times a year 1180
 
14.0%
At least once a week 822
 
9.7%
Once or twice a month 797
 
9.4%
(Missing) 235
 
2.8%

Length

2023-10-26T17:08:22.546554image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:22.932135image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 5424
27.9%
a 3979
20.5%
once 1619
 
8.3%
few 1180
 
6.1%
times 1180
 
6.1%
year 1180
 
6.1%
at 822
 
4.2%
least 822
 
4.2%
week 822
 
4.2%
or 797
 
4.1%
Other values (2) 1594
 
8.2%

Most occurring characters

ValueCountFrequency (%)
e 19270
23.6%
11196
13.7%
r 7401
 
9.1%
N 5424
 
6.7%
v 5424
 
6.7%
a 4801
 
5.9%
t 4418
 
5.4%
w 2799
 
3.4%
o 2416
 
3.0%
c 2416
 
3.0%
Other values (11) 15972
19.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 62118
76.2%
Space Separator 11196
 
13.7%
Uppercase Letter 8223
 
10.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19270
31.0%
r 7401
 
11.9%
v 5424
 
8.7%
a 4801
 
7.7%
t 4418
 
7.1%
w 2799
 
4.5%
o 2416
 
3.9%
c 2416
 
3.9%
n 2416
 
3.9%
s 2002
 
3.2%
Other values (7) 8755
14.1%
Uppercase Letter
ValueCountFrequency (%)
N 5424
66.0%
A 2002
 
24.3%
O 797
 
9.7%
Space Separator
ValueCountFrequency (%)
11196
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 70341
86.3%
Common 11196
 
13.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19270
27.4%
r 7401
 
10.5%
N 5424
 
7.7%
v 5424
 
7.7%
a 4801
 
6.8%
t 4418
 
6.3%
w 2799
 
4.0%
o 2416
 
3.4%
c 2416
 
3.4%
n 2416
 
3.4%
Other values (10) 13556
19.3%
Common
ValueCountFrequency (%)
11196
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 81537
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19270
23.6%
11196
13.7%
r 7401
 
9.1%
N 5424
 
6.7%
v 5424
 
6.7%
a 4801
 
5.9%
t 4418
 
5.4%
w 2799
 
3.4%
o 2416
 
3.0%
c 2416
 
3.0%
Other values (11) 15972
19.6%

BSBG14E
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing245
Missing (%)2.9%
Memory size8.6 KiB
Never
5708 
A few times a year
946 
At least once a week
904 
Once or twice a month
655 

Length

Max length21
Median length5
Mean length9.424449
Min length5

Characters and Unicode

Total characters77403
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 5708
67.5%
A few times a year 946
 
11.2%
At least once a week 904
 
10.7%
Once or twice a month 655
 
7.7%
(Missing) 245
 
2.9%

Length

2023-10-26T17:08:23.412515image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:23.791707image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 5708
31.3%
a 3451
18.9%
once 1559
 
8.6%
few 946
 
5.2%
times 946
 
5.2%
year 946
 
5.2%
at 904
 
5.0%
least 904
 
5.0%
week 904
 
5.0%
or 655
 
3.6%
Other values (2) 1310
 
7.2%

Most occurring characters

ValueCountFrequency (%)
e 19180
24.8%
10020
12.9%
r 7309
 
9.4%
N 5708
 
7.4%
v 5708
 
7.4%
a 4355
 
5.6%
t 4064
 
5.3%
w 2505
 
3.2%
o 2214
 
2.9%
c 2214
 
2.9%
Other values (11) 14126
18.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 59170
76.4%
Space Separator 10020
 
12.9%
Uppercase Letter 8213
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19180
32.4%
r 7309
 
12.4%
v 5708
 
9.6%
a 4355
 
7.4%
t 4064
 
6.9%
w 2505
 
4.2%
o 2214
 
3.7%
c 2214
 
3.7%
n 2214
 
3.7%
s 1850
 
3.1%
Other values (7) 7557
 
12.8%
Uppercase Letter
ValueCountFrequency (%)
N 5708
69.5%
A 1850
 
22.5%
O 655
 
8.0%
Space Separator
ValueCountFrequency (%)
10020
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 67383
87.1%
Common 10020
 
12.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19180
28.5%
r 7309
 
10.8%
N 5708
 
8.5%
v 5708
 
8.5%
a 4355
 
6.5%
t 4064
 
6.0%
w 2505
 
3.7%
o 2214
 
3.3%
c 2214
 
3.3%
n 2214
 
3.3%
Other values (10) 11912
17.7%
Common
ValueCountFrequency (%)
10020
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 77403
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19180
24.8%
10020
12.9%
r 7309
 
9.4%
N 5708
 
7.4%
v 5708
 
7.4%
a 4355
 
5.6%
t 4064
 
5.3%
w 2505
 
3.2%
o 2214
 
2.9%
c 2214
 
2.9%
Other values (11) 14126
18.2%

BSBG14F
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing212
Missing (%)2.5%
Memory size8.6 KiB
Never
3517 
A few times a year
1767 
At least once a week
1653 
Once or twice a month
1309 

Length

Max length21
Median length20
Mean length13.332525
Min length5

Characters and Unicode

Total characters109940
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAt least once a week
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowOnce or twice a month
5th rowNever

Common Values

ValueCountFrequency (%)
Never 3517
41.6%
A few times a year 1767
20.9%
At least once a week 1653
19.5%
Once or twice a month 1309
 
15.5%
(Missing) 212
 
2.5%

Length

2023-10-26T17:08:24.209656image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:24.580542image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 6496
23.9%
never 3517
12.9%
once 2962
10.9%
few 1767
 
6.5%
times 1767
 
6.5%
year 1767
 
6.5%
at 1653
 
6.1%
least 1653
 
6.1%
week 1653
 
6.1%
or 1309
 
4.8%
Other values (2) 2618
9.6%

Most occurring characters

ValueCountFrequency (%)
e 21565
19.6%
18916
17.2%
a 8149
 
7.4%
t 7691
 
7.0%
r 6593
 
6.0%
w 4729
 
4.3%
o 4271
 
3.9%
c 4271
 
3.9%
n 4271
 
3.9%
N 3517
 
3.2%
Other values (11) 25967
23.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 82778
75.3%
Space Separator 18916
 
17.2%
Uppercase Letter 8246
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21565
26.1%
a 8149
 
9.8%
t 7691
 
9.3%
r 6593
 
8.0%
w 4729
 
5.7%
o 4271
 
5.2%
c 4271
 
5.2%
n 4271
 
5.2%
v 3517
 
4.2%
s 3420
 
4.1%
Other values (7) 14301
17.3%
Uppercase Letter
ValueCountFrequency (%)
N 3517
42.7%
A 3420
41.5%
O 1309
 
15.9%
Space Separator
ValueCountFrequency (%)
18916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91024
82.8%
Common 18916
 
17.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21565
23.7%
a 8149
 
9.0%
t 7691
 
8.4%
r 6593
 
7.2%
w 4729
 
5.2%
o 4271
 
4.7%
c 4271
 
4.7%
n 4271
 
4.7%
N 3517
 
3.9%
v 3517
 
3.9%
Other values (10) 22450
24.7%
Common
ValueCountFrequency (%)
18916
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 109940
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21565
19.6%
18916
17.2%
a 8149
 
7.4%
t 7691
 
7.0%
r 6593
 
6.0%
w 4729
 
4.3%
o 4271
 
3.9%
c 4271
 
3.9%
n 4271
 
3.9%
N 3517
 
3.2%
Other values (11) 25967
23.6%

BSBG14G
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing173
Missing (%)2.0%
Memory size8.6 KiB
Never
6617 
A few times a year
684 
At least once a week
 
492
Once or twice a month
 
492

Length

Max length21
Median length5
Mean length7.9141823
Min length5

Characters and Unicode

Total characters65569
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6617
78.2%
A few times a year 684
 
8.1%
At least once a week 492
 
5.8%
Once or twice a month 492
 
5.8%
(Missing) 173
 
2.0%

Length

2023-10-26T17:08:24.966475image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:25.239254image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6617
44.2%
a 2352
 
15.7%
once 984
 
6.6%
few 684
 
4.6%
times 684
 
4.6%
year 684
 
4.6%
at 492
 
3.3%
least 492
 
3.3%
week 492
 
3.3%
or 492
 
3.3%
Other values (2) 984
 
6.6%

Most occurring characters

ValueCountFrequency (%)
e 18238
27.8%
r 7793
11.9%
6672
 
10.2%
N 6617
 
10.1%
v 6617
 
10.1%
a 2844
 
4.3%
t 2652
 
4.0%
w 1668
 
2.5%
c 1476
 
2.3%
n 1476
 
2.3%
Other values (11) 9516
14.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 50612
77.2%
Uppercase Letter 8285
 
12.6%
Space Separator 6672
 
10.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18238
36.0%
r 7793
15.4%
v 6617
 
13.1%
a 2844
 
5.6%
t 2652
 
5.2%
w 1668
 
3.3%
c 1476
 
2.9%
n 1476
 
2.9%
o 1476
 
2.9%
m 1176
 
2.3%
Other values (7) 5196
 
10.3%
Uppercase Letter
ValueCountFrequency (%)
N 6617
79.9%
A 1176
 
14.2%
O 492
 
5.9%
Space Separator
ValueCountFrequency (%)
6672
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 58897
89.8%
Common 6672
 
10.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18238
31.0%
r 7793
13.2%
N 6617
 
11.2%
v 6617
 
11.2%
a 2844
 
4.8%
t 2652
 
4.5%
w 1668
 
2.8%
c 1476
 
2.5%
n 1476
 
2.5%
o 1476
 
2.5%
Other values (10) 8040
13.7%
Common
ValueCountFrequency (%)
6672
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 65569
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18238
27.8%
r 7793
11.9%
6672
 
10.2%
N 6617
 
10.1%
v 6617
 
10.1%
a 2844
 
4.3%
t 2652
 
4.0%
w 1668
 
2.5%
c 1476
 
2.3%
n 1476
 
2.3%
Other values (11) 9516
14.5%

BSBG14H
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing217
Missing (%)2.6%
Memory size8.6 KiB
Never
6252 
A few times a year
784 
At least once a week
683 
Once or twice a month
 
522

Length

Max length21
Median length5
Mean length8.4933867
Min length5

Characters and Unicode

Total characters69994
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6252
73.9%
A few times a year 784
 
9.3%
At least once a week 683
 
8.1%
Once or twice a month 522
 
6.2%
(Missing) 217
 
2.6%

Length

2023-10-26T17:08:25.610813image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:25.938736image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6252
38.6%
a 2773
17.1%
once 1205
 
7.4%
few 784
 
4.8%
times 784
 
4.8%
year 784
 
4.8%
at 683
 
4.2%
least 683
 
4.2%
week 683
 
4.2%
or 522
 
3.2%
Other values (2) 1044
 
6.4%

Most occurring characters

ValueCountFrequency (%)
e 18632
26.6%
7956
11.4%
r 7558
10.8%
N 6252
 
8.9%
v 6252
 
8.9%
a 3456
 
4.9%
t 3194
 
4.6%
w 1989
 
2.8%
o 1727
 
2.5%
c 1727
 
2.5%
Other values (11) 11251
16.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 53797
76.9%
Uppercase Letter 8241
 
11.8%
Space Separator 7956
 
11.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18632
34.6%
r 7558
14.0%
v 6252
 
11.6%
a 3456
 
6.4%
t 3194
 
5.9%
w 1989
 
3.7%
o 1727
 
3.2%
c 1727
 
3.2%
n 1727
 
3.2%
s 1467
 
2.7%
Other values (7) 6068
 
11.3%
Uppercase Letter
ValueCountFrequency (%)
N 6252
75.9%
A 1467
 
17.8%
O 522
 
6.3%
Space Separator
ValueCountFrequency (%)
7956
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 62038
88.6%
Common 7956
 
11.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18632
30.0%
r 7558
12.2%
N 6252
 
10.1%
v 6252
 
10.1%
a 3456
 
5.6%
t 3194
 
5.1%
w 1989
 
3.2%
o 1727
 
2.8%
c 1727
 
2.8%
n 1727
 
2.8%
Other values (10) 9524
15.4%
Common
ValueCountFrequency (%)
7956
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 69994
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18632
26.6%
7956
11.4%
r 7558
10.8%
N 6252
 
8.9%
v 6252
 
8.9%
a 3456
 
4.9%
t 3194
 
4.6%
w 1989
 
2.8%
o 1727
 
2.5%
c 1727
 
2.5%
Other values (11) 11251
16.1%

BSBG14I
Categorical

IMBALANCE  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing210
Missing (%)2.5%
Memory size8.6 KiB
Never
6885 
A few times a year
 
646
At least once a week
 
382
Once or twice a month
 
335

Length

Max length21
Median length5
Mean length7.3627546
Min length5

Characters and Unicode

Total characters60728
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6885
81.4%
A few times a year 646
 
7.6%
At least once a week 382
 
4.5%
Once or twice a month 335
 
4.0%
(Missing) 210
 
2.5%

Length

2023-10-26T17:08:26.277672image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:26.620616image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6885
50.3%
a 2009
 
14.7%
once 717
 
5.2%
few 646
 
4.7%
times 646
 
4.7%
year 646
 
4.7%
at 382
 
2.8%
least 382
 
2.8%
week 382
 
2.8%
or 335
 
2.4%
Other values (2) 670
 
4.9%

Most occurring characters

ValueCountFrequency (%)
e 17906
29.5%
r 7866
13.0%
N 6885
 
11.3%
v 6885
 
11.3%
5452
 
9.0%
a 2391
 
3.9%
t 2080
 
3.4%
w 1363
 
2.2%
o 1052
 
1.7%
c 1052
 
1.7%
Other values (11) 7796
12.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 47028
77.4%
Uppercase Letter 8248
 
13.6%
Space Separator 5452
 
9.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 17906
38.1%
r 7866
16.7%
v 6885
 
14.6%
a 2391
 
5.1%
t 2080
 
4.4%
w 1363
 
2.9%
o 1052
 
2.2%
c 1052
 
2.2%
n 1052
 
2.2%
s 1028
 
2.2%
Other values (7) 4353
 
9.3%
Uppercase Letter
ValueCountFrequency (%)
N 6885
83.5%
A 1028
 
12.5%
O 335
 
4.1%
Space Separator
ValueCountFrequency (%)
5452
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 55276
91.0%
Common 5452
 
9.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 17906
32.4%
r 7866
14.2%
N 6885
 
12.5%
v 6885
 
12.5%
a 2391
 
4.3%
t 2080
 
3.8%
w 1363
 
2.5%
o 1052
 
1.9%
c 1052
 
1.9%
n 1052
 
1.9%
Other values (10) 6744
 
12.2%
Common
ValueCountFrequency (%)
5452
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 60728
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 17906
29.5%
r 7866
13.0%
N 6885
 
11.3%
v 6885
 
11.3%
5452
 
9.0%
a 2391
 
3.9%
t 2080
 
3.4%
w 1363
 
2.2%
o 1052
 
1.7%
c 1052
 
1.7%
Other values (11) 7796
12.8%

BSBG14J
Categorical

IMBALANCE  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing219
Missing (%)2.6%
Memory size8.6 KiB
Never
7384 
A few times a year
 
374
At least once a week
 
249
Once or twice a month
 
232

Length

Max length21
Median length5
Mean length6.493992
Min length5

Characters and Unicode

Total characters53504
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 7384
87.3%
A few times a year 374
 
4.4%
At least once a week 249
 
2.9%
Once or twice a month 232
 
2.7%
(Missing) 219
 
2.6%

Length

2023-10-26T17:08:27.032942image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:27.405856image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 7384
63.3%
a 1229
 
10.5%
once 481
 
4.1%
few 374
 
3.2%
times 374
 
3.2%
year 374
 
3.2%
at 249
 
2.1%
least 249
 
2.1%
week 249
 
2.1%
or 232
 
2.0%
Other values (2) 464
 
4.0%

Most occurring characters

ValueCountFrequency (%)
e 17350
32.4%
r 7990
14.9%
N 7384
13.8%
v 7384
13.8%
3420
 
6.4%
a 1478
 
2.8%
t 1336
 
2.5%
w 855
 
1.6%
o 713
 
1.3%
c 713
 
1.3%
Other values (11) 4881
 
9.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 41845
78.2%
Uppercase Letter 8239
 
15.4%
Space Separator 3420
 
6.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 17350
41.5%
r 7990
19.1%
v 7384
17.6%
a 1478
 
3.5%
t 1336
 
3.2%
w 855
 
2.0%
o 713
 
1.7%
c 713
 
1.7%
n 713
 
1.7%
s 623
 
1.5%
Other values (7) 2690
 
6.4%
Uppercase Letter
ValueCountFrequency (%)
N 7384
89.6%
A 623
 
7.6%
O 232
 
2.8%
Space Separator
ValueCountFrequency (%)
3420
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 50084
93.6%
Common 3420
 
6.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 17350
34.6%
r 7990
16.0%
N 7384
14.7%
v 7384
14.7%
a 1478
 
3.0%
t 1336
 
2.7%
w 855
 
1.7%
o 713
 
1.4%
c 713
 
1.4%
n 713
 
1.4%
Other values (10) 4168
 
8.3%
Common
ValueCountFrequency (%)
3420
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 53504
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 17350
32.4%
r 7990
14.9%
N 7384
13.8%
v 7384
13.8%
3420
 
6.4%
a 1478
 
2.8%
t 1336
 
2.5%
w 855
 
1.6%
o 713
 
1.3%
c 713
 
1.3%
Other values (11) 4881
 
9.1%

BSBG14K
Categorical

IMBALANCE  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing219
Missing (%)2.6%
Memory size8.6 KiB
Never
7040 
A few times a year
 
599
At least once a week
 
330
Once or twice a month
 
270

Length

Max length21
Median length5
Mean length7.0702755
Min length5

Characters and Unicode

Total characters58252
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 7040
83.2%
A few times a year 599
 
7.1%
At least once a week 330
 
3.9%
Once or twice a month 270
 
3.2%
(Missing) 219
 
2.6%

Length

2023-10-26T17:08:27.705225image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:27.956708image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 7040
54.0%
a 1798
 
13.8%
once 600
 
4.6%
few 599
 
4.6%
times 599
 
4.6%
year 599
 
4.6%
at 330
 
2.5%
least 330
 
2.5%
week 330
 
2.5%
or 270
 
2.1%
Other values (2) 540
 
4.1%

Most occurring characters

ValueCountFrequency (%)
e 17737
30.4%
r 7909
13.6%
N 7040
 
12.1%
v 7040
 
12.1%
4796
 
8.2%
a 2128
 
3.7%
t 1799
 
3.1%
w 1199
 
2.1%
A 929
 
1.6%
s 929
 
1.6%
Other values (11) 6746
 
11.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 45217
77.6%
Uppercase Letter 8239
 
14.1%
Space Separator 4796
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 17737
39.2%
r 7909
17.5%
v 7040
 
15.6%
a 2128
 
4.7%
t 1799
 
4.0%
w 1199
 
2.7%
s 929
 
2.1%
o 870
 
1.9%
c 870
 
1.9%
n 870
 
1.9%
Other values (7) 3866
 
8.5%
Uppercase Letter
ValueCountFrequency (%)
N 7040
85.4%
A 929
 
11.3%
O 270
 
3.3%
Space Separator
ValueCountFrequency (%)
4796
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 53456
91.8%
Common 4796
 
8.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 17737
33.2%
r 7909
14.8%
N 7040
 
13.2%
v 7040
 
13.2%
a 2128
 
4.0%
t 1799
 
3.4%
w 1199
 
2.2%
A 929
 
1.7%
s 929
 
1.7%
o 870
 
1.6%
Other values (10) 5876
 
11.0%
Common
ValueCountFrequency (%)
4796
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 58252
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 17737
30.4%
r 7909
13.6%
N 7040
 
12.1%
v 7040
 
12.1%
4796
 
8.2%
a 2128
 
3.7%
t 1799
 
3.1%
w 1199
 
2.1%
A 929
 
1.6%
s 929
 
1.6%
Other values (11) 6746
 
11.6%

BSBG14L
Categorical

IMBALANCE  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing337
Missing (%)4.0%
Memory size8.6 KiB
Never
6574 
A few times a year
809 
At least once a week
 
371
Once or twice a month
 
367

Length

Max length21
Median length5
Mean length7.7033617
Min length5

Characters and Unicode

Total characters62559
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6574
77.7%
A few times a year 809
 
9.6%
At least once a week 371
 
4.4%
Once or twice a month 367
 
4.3%
(Missing) 337
 
4.0%

Length

2023-10-26T17:08:28.347139image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:28.718545image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6574
45.9%
a 2356
 
16.5%
few 809
 
5.7%
times 809
 
5.7%
year 809
 
5.7%
once 738
 
5.2%
at 371
 
2.6%
least 371
 
2.6%
week 371
 
2.6%
or 367
 
2.6%
Other values (2) 734
 
5.1%

Most occurring characters

ValueCountFrequency (%)
e 17793
28.4%
r 7750
12.4%
N 6574
 
10.5%
v 6574
 
10.5%
6188
 
9.9%
a 2727
 
4.4%
t 2285
 
3.7%
w 1547
 
2.5%
A 1180
 
1.9%
s 1180
 
1.9%
Other values (11) 8761
14.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 48250
77.1%
Uppercase Letter 8121
 
13.0%
Space Separator 6188
 
9.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 17793
36.9%
r 7750
16.1%
v 6574
 
13.6%
a 2727
 
5.7%
t 2285
 
4.7%
w 1547
 
3.2%
s 1180
 
2.4%
m 1176
 
2.4%
i 1176
 
2.4%
o 1105
 
2.3%
Other values (7) 4937
 
10.2%
Uppercase Letter
ValueCountFrequency (%)
N 6574
81.0%
A 1180
 
14.5%
O 367
 
4.5%
Space Separator
ValueCountFrequency (%)
6188
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 56371
90.1%
Common 6188
 
9.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 17793
31.6%
r 7750
13.7%
N 6574
 
11.7%
v 6574
 
11.7%
a 2727
 
4.8%
t 2285
 
4.1%
w 1547
 
2.7%
A 1180
 
2.1%
s 1180
 
2.1%
m 1176
 
2.1%
Other values (10) 7585
13.5%
Common
ValueCountFrequency (%)
6188
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 62559
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 17793
28.4%
r 7750
12.4%
N 6574
 
10.5%
v 6574
 
10.5%
6188
 
9.9%
a 2727
 
4.4%
t 2285
 
3.7%
w 1547
 
2.5%
A 1180
 
1.9%
s 1180
 
1.9%
Other values (11) 8761
14.0%

BSBG14M
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing203
Missing (%)2.4%
Memory size8.6 KiB
Never
6413 
A few times a year
966 
At least once a week
 
468
Once or twice a month
 
408

Length

Max length21
Median length5
Mean length8.162447
Min length5

Characters and Unicode

Total characters67381
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNever
2nd rowNever
3rd rowNever
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 6413
75.8%
A few times a year 966
 
11.4%
At least once a week 468
 
5.5%
Once or twice a month 408
 
4.8%
(Missing) 203
 
2.4%

Length

2023-10-26T17:08:29.120733image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:29.478459image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 6413
41.0%
a 2808
18.0%
few 966
 
6.2%
times 966
 
6.2%
year 966
 
6.2%
once 876
 
5.6%
at 468
 
3.0%
least 468
 
3.0%
week 468
 
3.0%
or 408
 
2.6%
Other values (2) 816
 
5.2%

Most occurring characters

ValueCountFrequency (%)
e 18412
27.3%
r 7787
11.6%
7368
10.9%
N 6413
 
9.5%
v 6413
 
9.5%
a 3276
 
4.9%
t 2718
 
4.0%
w 1842
 
2.7%
A 1434
 
2.1%
s 1434
 
2.1%
Other values (11) 10284
15.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 51758
76.8%
Uppercase Letter 8255
 
12.3%
Space Separator 7368
 
10.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18412
35.6%
r 7787
15.0%
v 6413
 
12.4%
a 3276
 
6.3%
t 2718
 
5.3%
w 1842
 
3.6%
s 1434
 
2.8%
m 1374
 
2.7%
i 1374
 
2.7%
o 1284
 
2.5%
Other values (7) 5844
 
11.3%
Uppercase Letter
ValueCountFrequency (%)
N 6413
77.7%
A 1434
 
17.4%
O 408
 
4.9%
Space Separator
ValueCountFrequency (%)
7368
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 60013
89.1%
Common 7368
 
10.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18412
30.7%
r 7787
13.0%
N 6413
 
10.7%
v 6413
 
10.7%
a 3276
 
5.5%
t 2718
 
4.5%
w 1842
 
3.1%
A 1434
 
2.4%
s 1434
 
2.4%
m 1374
 
2.3%
Other values (10) 8910
14.8%
Common
ValueCountFrequency (%)
7368
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 67381
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18412
27.3%
r 7787
11.6%
7368
10.9%
N 6413
 
9.5%
v 6413
 
9.5%
a 3276
 
4.9%
t 2718
 
4.0%
w 1842
 
2.7%
A 1434
 
2.1%
s 1434
 
2.1%
Other values (11) 10284
15.3%

BSBG14N
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing170
Missing (%)2.0%
Memory size8.6 KiB
Never
4968 
A few times a year
1611 
At least once a week
944 
Once or twice a month
765 

Length

Max length21
Median length5
Mean length10.712235
Min length5

Characters and Unicode

Total characters88783
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowOnce or twice a month
2nd rowAt least once a week
3rd rowOnce or twice a month
4th rowNever
5th rowNever

Common Values

ValueCountFrequency (%)
Never 4968
58.7%
A few times a year 1611
 
19.0%
At least once a week 944
 
11.2%
Once or twice a month 765
 
9.0%
(Missing) 170
 
2.0%

Length

2023-10-26T17:08:29.888104image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:30.207767image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 4968
23.0%
a 4931
22.9%
once 1709
 
7.9%
few 1611
 
7.5%
times 1611
 
7.5%
year 1611
 
7.5%
at 944
 
4.4%
least 944
 
4.4%
week 944
 
4.4%
or 765
 
3.5%
Other values (2) 1530
 
7.1%

Most occurring characters

ValueCountFrequency (%)
e 20075
22.6%
13280
15.0%
r 7344
 
8.3%
a 5875
 
6.6%
t 5029
 
5.7%
N 4968
 
5.6%
v 4968
 
5.6%
w 3320
 
3.7%
A 2555
 
2.9%
s 2555
 
2.9%
Other values (11) 18814
21.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 67215
75.7%
Space Separator 13280
 
15.0%
Uppercase Letter 8288
 
9.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20075
29.9%
r 7344
 
10.9%
a 5875
 
8.7%
t 5029
 
7.5%
v 4968
 
7.4%
w 3320
 
4.9%
s 2555
 
3.8%
o 2474
 
3.7%
c 2474
 
3.7%
n 2474
 
3.7%
Other values (7) 10627
15.8%
Uppercase Letter
ValueCountFrequency (%)
N 4968
59.9%
A 2555
30.8%
O 765
 
9.2%
Space Separator
ValueCountFrequency (%)
13280
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 75503
85.0%
Common 13280
 
15.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20075
26.6%
r 7344
 
9.7%
a 5875
 
7.8%
t 5029
 
6.7%
N 4968
 
6.6%
v 4968
 
6.6%
w 3320
 
4.4%
A 2555
 
3.4%
s 2555
 
3.4%
o 2474
 
3.3%
Other values (10) 16340
21.6%
Common
ValueCountFrequency (%)
13280
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 88783
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20075
22.6%
13280
15.0%
r 7344
 
8.3%
a 5875
 
6.6%
t 5029
 
5.7%
N 4968
 
5.6%
v 4968
 
5.6%
w 3320
 
3.7%
A 2555
 
2.9%
s 2555
 
2.9%
Other values (11) 18814
21.2%

BSBM15
Categorical

Distinct4
Distinct (%)< 0.1%
Missing56
Missing (%)0.7%
Memory size8.6 KiB
Every or almost every lesson
3175 
Some lessons
3166 
About half the lessons
1719 
Never
342 

Length

Max length28
Median length22
Mean length19.807189
Min length5

Characters and Unicode

Total characters166420
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowEvery or almost every lesson
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 3175
37.5%
Some lessons 3166
37.4%
About half the lessons 1719
20.3%
Never 342
 
4.0%
(Missing) 56
 
0.7%

Length

2023-10-26T17:08:30.566872image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:30.934135image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 6350
21.6%
lessons 4885
16.6%
or 3175
10.8%
almost 3175
10.8%
lesson 3175
10.8%
some 3166
10.8%
about 1719
 
5.8%
half 1719
 
5.8%
the 1719
 
5.8%
never 342
 
1.2%

Most occurring characters

ValueCountFrequency (%)
s 24180
14.5%
e 23154
13.9%
21023
12.6%
o 19295
11.6%
l 12954
7.8%
r 9867
 
5.9%
n 8060
 
4.8%
v 6692
 
4.0%
t 6613
 
4.0%
y 6350
 
3.8%
Other values (10) 28232
17.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 136995
82.3%
Space Separator 21023
 
12.6%
Uppercase Letter 8402
 
5.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 24180
17.7%
e 23154
16.9%
o 19295
14.1%
l 12954
9.5%
r 9867
7.2%
n 8060
 
5.9%
v 6692
 
4.9%
t 6613
 
4.8%
y 6350
 
4.6%
m 6341
 
4.6%
Other values (5) 13489
9.8%
Uppercase Letter
ValueCountFrequency (%)
E 3175
37.8%
S 3166
37.7%
A 1719
20.5%
N 342
 
4.1%
Space Separator
ValueCountFrequency (%)
21023
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 145397
87.4%
Common 21023
 
12.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 24180
16.6%
e 23154
15.9%
o 19295
13.3%
l 12954
8.9%
r 9867
6.8%
n 8060
 
5.5%
v 6692
 
4.6%
t 6613
 
4.5%
y 6350
 
4.4%
m 6341
 
4.4%
Other values (9) 21891
15.1%
Common
ValueCountFrequency (%)
21023
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 166420
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 24180
14.5%
e 23154
13.9%
21023
12.6%
o 19295
11.6%
l 12954
7.8%
r 9867
 
5.9%
n 8060
 
4.8%
v 6692
 
4.0%
t 6613
 
4.0%
y 6350
 
3.8%
Other values (10) 28232
17.0%

BSBM16A
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)< 0.1%
Missing68
Missing (%)0.8%
Memory size8.6 KiB
Agree a lot
4084 
Agree a little
2804 
Disagree a little
824 
Disagree a lot
678 

Length

Max length17
Median length14
Mean length12.834327
Min length11

Characters and Unicode

Total characters107680
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4084
48.3%
Agree a little 2804
33.2%
Disagree a little 824
 
9.7%
Disagree a lot 678
 
8.0%
(Missing) 68
 
0.8%

Length

2023-10-26T17:08:31.301584image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:31.595287image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8390
33.3%
agree 6888
27.4%
lot 4762
18.9%
little 3628
14.4%
disagree 1502
 
6.0%

Most occurring characters

ValueCountFrequency (%)
e 20408
19.0%
16780
15.6%
l 12018
11.2%
t 12018
11.2%
a 9892
9.2%
g 8390
7.8%
r 8390
7.8%
A 6888
 
6.4%
i 5130
 
4.8%
o 4762
 
4.4%
Other values (2) 3004
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 82510
76.6%
Space Separator 16780
 
15.6%
Uppercase Letter 8390
 
7.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20408
24.7%
l 12018
14.6%
t 12018
14.6%
a 9892
12.0%
g 8390
10.2%
r 8390
10.2%
i 5130
 
6.2%
o 4762
 
5.8%
s 1502
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6888
82.1%
D 1502
 
17.9%
Space Separator
ValueCountFrequency (%)
16780
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 90900
84.4%
Common 16780
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20408
22.5%
l 12018
13.2%
t 12018
13.2%
a 9892
10.9%
g 8390
9.2%
r 8390
9.2%
A 6888
 
7.6%
i 5130
 
5.6%
o 4762
 
5.2%
D 1502
 
1.7%
Common
ValueCountFrequency (%)
16780
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 107680
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20408
19.0%
16780
15.6%
l 12018
11.2%
t 12018
11.2%
a 9892
9.2%
g 8390
7.8%
r 8390
7.8%
A 6888
 
6.4%
i 5130
 
4.8%
o 4762
 
4.4%
Other values (2) 3004
 
2.8%

BSBM16B
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing201
Missing (%)2.4%
Memory size8.6 KiB
Disagree a lot
4721 
Disagree a little
1368 
Agree a little
1309 
Agree a lot
859 

Length

Max length17
Median length14
Mean length14.184934
Min length11

Characters and Unicode

Total characters117125
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Disagree a lot 4721
55.8%
Disagree a little 1368
 
16.2%
Agree a little 1309
 
15.5%
Agree a lot 859
 
10.2%
(Missing) 201
 
2.4%

Length

2023-10-26T17:08:31.884026image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:32.163844image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8257
33.3%
disagree 6089
24.6%
lot 5580
22.5%
little 2677
 
10.8%
agree 2168
 
8.8%

Most occurring characters

ValueCountFrequency (%)
e 19191
16.4%
16514
14.1%
a 14346
12.2%
l 10934
9.3%
t 10934
9.3%
i 8766
7.5%
g 8257
7.0%
r 8257
7.0%
D 6089
 
5.2%
s 6089
 
5.2%
Other values (2) 7748
6.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 92354
78.9%
Space Separator 16514
 
14.1%
Uppercase Letter 8257
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19191
20.8%
a 14346
15.5%
l 10934
11.8%
t 10934
11.8%
i 8766
9.5%
g 8257
8.9%
r 8257
8.9%
s 6089
 
6.6%
o 5580
 
6.0%
Uppercase Letter
ValueCountFrequency (%)
D 6089
73.7%
A 2168
 
26.3%
Space Separator
ValueCountFrequency (%)
16514
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100611
85.9%
Common 16514
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19191
19.1%
a 14346
14.3%
l 10934
10.9%
t 10934
10.9%
i 8766
8.7%
g 8257
8.2%
r 8257
8.2%
D 6089
 
6.1%
s 6089
 
6.1%
o 5580
 
5.5%
Common
ValueCountFrequency (%)
16514
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 117125
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19191
16.4%
16514
14.1%
a 14346
12.2%
l 10934
9.3%
t 10934
9.3%
i 8766
7.5%
g 8257
7.0%
r 8257
7.0%
D 6089
 
5.2%
s 6089
 
5.2%
Other values (2) 7748
6.6%

BSBM16C
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing291
Missing (%)3.4%
Memory size8.6 KiB
Disagree a lot
3810 
Agree a little
1820 
Disagree a little
1655 
Agree a lot
882 

Length

Max length17
Median length14
Mean length14.283948
Min length11

Characters and Unicode

Total characters116657
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3810
45.0%
Agree a little 1820
21.5%
Disagree a little 1655
19.6%
Agree a lot 882
 
10.4%
(Missing) 291
 
3.4%

Length

2023-10-26T17:08:32.567718image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:32.894129image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8167
33.3%
disagree 5465
22.3%
lot 4692
19.2%
little 3475
14.2%
agree 2702
 
11.0%

Most occurring characters

ValueCountFrequency (%)
e 19809
17.0%
16334
14.0%
a 13632
11.7%
l 11642
10.0%
t 11642
10.0%
i 8940
7.7%
g 8167
7.0%
r 8167
7.0%
D 5465
 
4.7%
s 5465
 
4.7%
Other values (2) 7394
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 92156
79.0%
Space Separator 16334
 
14.0%
Uppercase Letter 8167
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19809
21.5%
a 13632
14.8%
l 11642
12.6%
t 11642
12.6%
i 8940
9.7%
g 8167
8.9%
r 8167
8.9%
s 5465
 
5.9%
o 4692
 
5.1%
Uppercase Letter
ValueCountFrequency (%)
D 5465
66.9%
A 2702
33.1%
Space Separator
ValueCountFrequency (%)
16334
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100323
86.0%
Common 16334
 
14.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19809
19.7%
a 13632
13.6%
l 11642
11.6%
t 11642
11.6%
i 8940
8.9%
g 8167
8.1%
r 8167
8.1%
D 5465
 
5.4%
s 5465
 
5.4%
o 4692
 
4.7%
Common
ValueCountFrequency (%)
16334
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 116657
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19809
17.0%
16334
14.0%
a 13632
11.7%
l 11642
10.0%
t 11642
10.0%
i 8940
7.7%
g 8167
7.0%
r 8167
7.0%
D 5465
 
4.7%
s 5465
 
4.7%
Other values (2) 7394
 
6.3%

BSBM16D
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing216
Missing (%)2.6%
Memory size8.6 KiB
Agree a lot
4610 
Agree a little
2239 
Disagree a little
817 
Disagree a lot
576 

Length

Max length17
Median length11
Mean length12.619388
Min length11

Characters and Unicode

Total characters104009
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4610
54.5%
Agree a little 2239
26.5%
Disagree a little 817
 
9.7%
Disagree a lot 576
 
6.8%
(Missing) 216
 
2.6%

Length

2023-10-26T17:08:33.285230image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:33.674908image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8242
33.3%
agree 6849
27.7%
lot 5186
21.0%
little 3056
 
12.4%
disagree 1393
 
5.6%

Most occurring characters

ValueCountFrequency (%)
e 19540
18.8%
16484
15.8%
l 11298
10.9%
t 11298
10.9%
a 9635
9.3%
g 8242
7.9%
r 8242
7.9%
A 6849
 
6.6%
o 5186
 
5.0%
i 4449
 
4.3%
Other values (2) 2786
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 79283
76.2%
Space Separator 16484
 
15.8%
Uppercase Letter 8242
 
7.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19540
24.6%
l 11298
14.3%
t 11298
14.3%
a 9635
12.2%
g 8242
10.4%
r 8242
10.4%
o 5186
 
6.5%
i 4449
 
5.6%
s 1393
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6849
83.1%
D 1393
 
16.9%
Space Separator
ValueCountFrequency (%)
16484
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87525
84.2%
Common 16484
 
15.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19540
22.3%
l 11298
12.9%
t 11298
12.9%
a 9635
11.0%
g 8242
9.4%
r 8242
9.4%
A 6849
 
7.8%
o 5186
 
5.9%
i 4449
 
5.1%
D 1393
 
1.6%
Common
ValueCountFrequency (%)
16484
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104009
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19540
18.8%
16484
15.8%
l 11298
10.9%
t 11298
10.9%
a 9635
9.3%
g 8242
7.9%
r 8242
7.9%
A 6849
 
6.6%
o 5186
 
5.0%
i 4449
 
4.3%
Other values (2) 2786
 
2.7%

BSBM16E
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing180
Missing (%)2.1%
Memory size8.6 KiB
Agree a lot
4069 
Agree a little
2541 
Disagree a little
850 
Disagree a lot
818 

Length

Max length17
Median length14
Mean length12.833414
Min length11

Characters and Unicode

Total characters106235
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 4069
48.1%
Agree a little 2541
30.0%
Disagree a little 850
 
10.0%
Disagree a lot 818
 
9.7%
(Missing) 180
 
2.1%

Length

2023-10-26T17:08:34.077865image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:34.470030image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8278
33.3%
agree 6610
26.6%
lot 4887
19.7%
little 3391
13.7%
disagree 1668
 
6.7%

Most occurring characters

ValueCountFrequency (%)
e 19947
18.8%
16556
15.6%
l 11669
11.0%
t 11669
11.0%
a 9946
9.4%
g 8278
7.8%
r 8278
7.8%
A 6610
 
6.2%
i 5059
 
4.8%
o 4887
 
4.6%
Other values (2) 3336
 
3.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 81401
76.6%
Space Separator 16556
 
15.6%
Uppercase Letter 8278
 
7.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19947
24.5%
l 11669
14.3%
t 11669
14.3%
a 9946
12.2%
g 8278
10.2%
r 8278
10.2%
i 5059
 
6.2%
o 4887
 
6.0%
s 1668
 
2.0%
Uppercase Letter
ValueCountFrequency (%)
A 6610
79.9%
D 1668
 
20.1%
Space Separator
ValueCountFrequency (%)
16556
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 89679
84.4%
Common 16556
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19947
22.2%
l 11669
13.0%
t 11669
13.0%
a 9946
11.1%
g 8278
9.2%
r 8278
9.2%
A 6610
 
7.4%
i 5059
 
5.6%
o 4887
 
5.4%
D 1668
 
1.9%
Common
ValueCountFrequency (%)
16556
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 106235
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19947
18.8%
16556
15.6%
l 11669
11.0%
t 11669
11.0%
a 9946
9.4%
g 8278
7.8%
r 8278
7.8%
A 6610
 
6.2%
i 5059
 
4.8%
o 4887
 
4.6%
Other values (2) 3336
 
3.1%

BSBM16F
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing171
Missing (%)2.0%
Memory size8.6 KiB
Agree a lot
3651 
Agree a little
2767 
Disagree a little
1132 
Disagree a lot
737 

Length

Max length17
Median length14
Mean length13.08809
Min length11

Characters and Unicode

Total characters108461
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3651
43.2%
Agree a little 2767
32.7%
Disagree a little 1132
 
13.4%
Disagree a lot 737
 
8.7%
(Missing) 171
 
2.0%

Length

2023-10-26T17:08:34.919248image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:35.298349image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8287
33.3%
agree 6418
25.8%
lot 4388
17.7%
little 3899
15.7%
disagree 1869
 
7.5%

Most occurring characters

ValueCountFrequency (%)
e 20473
18.9%
16574
15.3%
l 12186
11.2%
t 12186
11.2%
a 10156
9.4%
g 8287
7.6%
r 8287
7.6%
A 6418
 
5.9%
i 5768
 
5.3%
o 4388
 
4.0%
Other values (2) 3738
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83600
77.1%
Space Separator 16574
 
15.3%
Uppercase Letter 8287
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20473
24.5%
l 12186
14.6%
t 12186
14.6%
a 10156
12.1%
g 8287
9.9%
r 8287
9.9%
i 5768
 
6.9%
o 4388
 
5.2%
s 1869
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
A 6418
77.4%
D 1869
 
22.6%
Space Separator
ValueCountFrequency (%)
16574
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91887
84.7%
Common 16574
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20473
22.3%
l 12186
13.3%
t 12186
13.3%
a 10156
11.1%
g 8287
9.0%
r 8287
9.0%
A 6418
 
7.0%
i 5768
 
6.3%
o 4388
 
4.8%
D 1869
 
2.0%
Common
ValueCountFrequency (%)
16574
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108461
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20473
18.9%
16574
15.3%
l 12186
11.2%
t 12186
11.2%
a 10156
9.4%
g 8287
7.6%
r 8287
7.6%
A 6418
 
5.9%
i 5768
 
5.3%
o 4388
 
4.0%
Other values (2) 3738
 
3.4%

BSBM16G
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing153
Missing (%)1.8%
Memory size8.6 KiB
Agree a little
3076 
Agree a lot
2649 
Disagree a little
1414 
Disagree a lot
1166 

Length

Max length17
Median length14
Mean length13.553883
Min length11

Characters and Unicode

Total characters112565
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a little 3076
36.4%
Agree a lot 2649
31.3%
Disagree a little 1414
16.7%
Disagree a lot 1166
 
13.8%
(Missing) 153
 
1.8%

Length

2023-10-26T17:08:35.714363image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:36.109201image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8305
33.3%
agree 5725
23.0%
little 4490
18.0%
lot 3815
15.3%
disagree 2580
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e 21100
18.7%
16610
14.8%
l 12795
11.4%
t 12795
11.4%
a 10885
9.7%
g 8305
 
7.4%
r 8305
 
7.4%
i 7070
 
6.3%
A 5725
 
5.1%
o 3815
 
3.4%
Other values (2) 5160
 
4.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87650
77.9%
Space Separator 16610
 
14.8%
Uppercase Letter 8305
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21100
24.1%
l 12795
14.6%
t 12795
14.6%
a 10885
12.4%
g 8305
 
9.5%
r 8305
 
9.5%
i 7070
 
8.1%
o 3815
 
4.4%
s 2580
 
2.9%
Uppercase Letter
ValueCountFrequency (%)
A 5725
68.9%
D 2580
31.1%
Space Separator
ValueCountFrequency (%)
16610
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95955
85.2%
Common 16610
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21100
22.0%
l 12795
13.3%
t 12795
13.3%
a 10885
11.3%
g 8305
 
8.7%
r 8305
 
8.7%
i 7070
 
7.4%
A 5725
 
6.0%
o 3815
 
4.0%
D 2580
 
2.7%
Common
ValueCountFrequency (%)
16610
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112565
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21100
18.7%
16610
14.8%
l 12795
11.4%
t 12795
11.4%
a 10885
9.7%
g 8305
 
7.4%
r 8305
 
7.4%
i 7070
 
6.3%
A 5725
 
5.1%
o 3815
 
3.4%
Other values (2) 5160
 
4.6%

BSBM16H
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing138
Missing (%)1.6%
Memory size8.6 KiB
Agree a lot
3233 
Agree a little
2724 
Disagree a little
1344 
Disagree a lot
1019 

Length

Max length17
Median length14
Mean length13.31887
Min length11

Characters and Unicode

Total characters110813
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3233
38.2%
Agree a little 2724
32.2%
Disagree a little 1344
15.9%
Disagree a lot 1019
 
12.0%
(Missing) 138
 
1.6%

Length

2023-10-26T17:08:36.547266image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:36.893280image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8320
33.3%
agree 5957
23.9%
lot 4252
17.0%
little 4068
16.3%
disagree 2363
 
9.5%

Most occurring characters

ValueCountFrequency (%)
e 20708
18.7%
16640
15.0%
l 12388
11.2%
t 12388
11.2%
a 10683
9.6%
g 8320
7.5%
r 8320
7.5%
i 6431
 
5.8%
A 5957
 
5.4%
o 4252
 
3.8%
Other values (2) 4726
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85853
77.5%
Space Separator 16640
 
15.0%
Uppercase Letter 8320
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20708
24.1%
l 12388
14.4%
t 12388
14.4%
a 10683
12.4%
g 8320
9.7%
r 8320
9.7%
i 6431
 
7.5%
o 4252
 
5.0%
s 2363
 
2.8%
Uppercase Letter
ValueCountFrequency (%)
A 5957
71.6%
D 2363
 
28.4%
Space Separator
ValueCountFrequency (%)
16640
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 94173
85.0%
Common 16640
 
15.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20708
22.0%
l 12388
13.2%
t 12388
13.2%
a 10683
11.3%
g 8320
8.8%
r 8320
8.8%
i 6431
 
6.8%
A 5957
 
6.3%
o 4252
 
4.5%
D 2363
 
2.5%
Common
ValueCountFrequency (%)
16640
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110813
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20708
18.7%
16640
15.0%
l 12388
11.2%
t 12388
11.2%
a 10683
9.6%
g 8320
7.5%
r 8320
7.5%
i 6431
 
5.8%
A 5957
 
5.4%
o 4252
 
3.8%
Other values (2) 4726
 
4.3%

BSBM16I
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing90
Missing (%)1.1%
Memory size8.6 KiB
Agree a lot
3380 
Agree a little
2375 
Disagree a lot
1312 
Disagree a little
1301 

Length

Max length17
Median length14
Mean length13.254661
Min length11

Characters and Unicode

Total characters110915
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3380
40.0%
Agree a little 2375
28.1%
Disagree a lot 1312
 
15.5%
Disagree a little 1301
 
15.4%
(Missing) 90
 
1.1%

Length

2023-10-26T17:08:37.357552image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:37.741653image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8368
33.3%
agree 5755
22.9%
lot 4692
18.7%
little 3676
14.6%
disagree 2613
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e 20412
18.4%
16736
15.1%
l 12044
10.9%
t 12044
10.9%
a 10981
9.9%
g 8368
7.5%
r 8368
7.5%
i 6289
 
5.7%
A 5755
 
5.2%
o 4692
 
4.2%
Other values (2) 5226
 
4.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85811
77.4%
Space Separator 16736
 
15.1%
Uppercase Letter 8368
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20412
23.8%
l 12044
14.0%
t 12044
14.0%
a 10981
12.8%
g 8368
9.8%
r 8368
9.8%
i 6289
 
7.3%
o 4692
 
5.5%
s 2613
 
3.0%
Uppercase Letter
ValueCountFrequency (%)
A 5755
68.8%
D 2613
31.2%
Space Separator
ValueCountFrequency (%)
16736
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 94179
84.9%
Common 16736
 
15.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20412
21.7%
l 12044
12.8%
t 12044
12.8%
a 10981
11.7%
g 8368
8.9%
r 8368
8.9%
i 6289
 
6.7%
A 5755
 
6.1%
o 4692
 
5.0%
D 2613
 
2.8%
Common
ValueCountFrequency (%)
16736
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110915
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20412
18.4%
16736
15.1%
l 12044
10.9%
t 12044
10.9%
a 10981
9.9%
g 8368
7.5%
r 8368
7.5%
i 6289
 
5.7%
A 5755
 
5.2%
o 4692
 
4.2%
Other values (2) 5226
 
4.7%

BSBM17A
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing183
Missing (%)2.2%
Memory size8.6 KiB
Agree a little
3387 
Agree a lot
3079 
Disagree a little
1059 
Disagree a lot
750 

Length

Max length17
Median length14
Mean length13.267674
Min length11

Characters and Unicode

Total characters109790
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a little 3387
40.0%
Agree a lot 3079
36.4%
Disagree a little 1059
 
12.5%
Disagree a lot 750
 
8.9%
(Missing) 183
 
2.2%

Length

2023-10-26T17:08:38.159211image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:38.465361image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8275
33.3%
agree 6466
26.0%
little 4446
17.9%
lot 3829
15.4%
disagree 1809
 
7.3%

Most occurring characters

ValueCountFrequency (%)
e 20996
19.1%
16550
15.1%
l 12721
11.6%
t 12721
11.6%
a 10084
9.2%
g 8275
 
7.5%
r 8275
 
7.5%
A 6466
 
5.9%
i 6255
 
5.7%
o 3829
 
3.5%
Other values (2) 3618
 
3.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 84965
77.4%
Space Separator 16550
 
15.1%
Uppercase Letter 8275
 
7.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20996
24.7%
l 12721
15.0%
t 12721
15.0%
a 10084
11.9%
g 8275
 
9.7%
r 8275
 
9.7%
i 6255
 
7.4%
o 3829
 
4.5%
s 1809
 
2.1%
Uppercase Letter
ValueCountFrequency (%)
A 6466
78.1%
D 1809
 
21.9%
Space Separator
ValueCountFrequency (%)
16550
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 93240
84.9%
Common 16550
 
15.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20996
22.5%
l 12721
13.6%
t 12721
13.6%
a 10084
10.8%
g 8275
 
8.9%
r 8275
 
8.9%
A 6466
 
6.9%
i 6255
 
6.7%
o 3829
 
4.1%
D 1809
 
1.9%
Common
ValueCountFrequency (%)
16550
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 109790
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20996
19.1%
16550
15.1%
l 12721
11.6%
t 12721
11.6%
a 10084
9.2%
g 8275
 
7.5%
r 8275
 
7.5%
A 6466
 
5.9%
i 6255
 
5.7%
o 3829
 
3.5%
Other values (2) 3618
 
3.3%

BSBM17B
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing151
Missing (%)1.8%
Memory size8.6 KiB
Agree a lot
3616 
Agree a little
2809 
Disagree a little
1073 
Disagree a lot
809 

Length

Max length17
Median length14
Mean length13.081618
Min length11

Characters and Unicode

Total characters108669
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3616
42.8%
Agree a little 2809
33.2%
Disagree a little 1073
 
12.7%
Disagree a lot 809
 
9.6%
(Missing) 151
 
1.8%

Length

2023-10-26T17:08:38.930548image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:39.208174image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8307
33.3%
agree 6425
25.8%
lot 4425
17.8%
little 3882
15.6%
disagree 1882
 
7.6%

Most occurring characters

ValueCountFrequency (%)
e 20496
18.9%
16614
15.3%
l 12189
11.2%
t 12189
11.2%
a 10189
9.4%
g 8307
7.6%
r 8307
7.6%
A 6425
 
5.9%
i 5764
 
5.3%
o 4425
 
4.1%
Other values (2) 3764
 
3.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83748
77.1%
Space Separator 16614
 
15.3%
Uppercase Letter 8307
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20496
24.5%
l 12189
14.6%
t 12189
14.6%
a 10189
12.2%
g 8307
9.9%
r 8307
9.9%
i 5764
 
6.9%
o 4425
 
5.3%
s 1882
 
2.2%
Uppercase Letter
ValueCountFrequency (%)
A 6425
77.3%
D 1882
 
22.7%
Space Separator
ValueCountFrequency (%)
16614
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 92055
84.7%
Common 16614
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20496
22.3%
l 12189
13.2%
t 12189
13.2%
a 10189
11.1%
g 8307
9.0%
r 8307
9.0%
A 6425
 
7.0%
i 5764
 
6.3%
o 4425
 
4.8%
D 1882
 
2.0%
Common
ValueCountFrequency (%)
16614
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108669
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20496
18.9%
16614
15.3%
l 12189
11.2%
t 12189
11.2%
a 10189
9.4%
g 8307
7.6%
r 8307
7.6%
A 6425
 
5.9%
i 5764
 
5.3%
o 4425
 
4.1%
Other values (2) 3764
 
3.5%

BSBM17C
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing227
Missing (%)2.7%
Memory size8.6 KiB
Agree a lot
4798 
Agree a little
1980 
Disagree a little
847 
Disagree a lot
606 

Length

Max length17
Median length11
Mean length12.559956
Min length11

Characters and Unicode

Total characters103381
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4798
56.7%
Agree a little 1980
23.4%
Disagree a little 847
 
10.0%
Disagree a lot 606
 
7.2%
(Missing) 227
 
2.7%

Length

2023-10-26T17:08:39.634236image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:39.896838image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8231
33.3%
agree 6778
27.4%
lot 5404
21.9%
little 2827
 
11.4%
disagree 1453
 
5.9%

Most occurring characters

ValueCountFrequency (%)
e 19289
18.7%
16462
15.9%
l 11058
10.7%
t 11058
10.7%
a 9684
9.4%
g 8231
8.0%
r 8231
8.0%
A 6778
 
6.6%
o 5404
 
5.2%
i 4280
 
4.1%
Other values (2) 2906
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78688
76.1%
Space Separator 16462
 
15.9%
Uppercase Letter 8231
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19289
24.5%
l 11058
14.1%
t 11058
14.1%
a 9684
12.3%
g 8231
10.5%
r 8231
10.5%
o 5404
 
6.9%
i 4280
 
5.4%
s 1453
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6778
82.3%
D 1453
 
17.7%
Space Separator
ValueCountFrequency (%)
16462
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86919
84.1%
Common 16462
 
15.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19289
22.2%
l 11058
12.7%
t 11058
12.7%
a 9684
11.1%
g 8231
9.5%
r 8231
9.5%
A 6778
 
7.8%
o 5404
 
6.2%
i 4280
 
4.9%
D 1453
 
1.7%
Common
ValueCountFrequency (%)
16462
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103381
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19289
18.7%
16462
15.9%
l 11058
10.7%
t 11058
10.7%
a 9684
9.4%
g 8231
8.0%
r 8231
8.0%
A 6778
 
6.6%
o 5404
 
5.2%
i 4280
 
4.1%
Other values (2) 2906
 
2.8%

BSBM17D
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing184
Missing (%)2.2%
Memory size8.6 KiB
Agree a lot
5294 
Agree a little
1611 
Disagree a little
692 
Disagree a lot
677 

Length

Max length17
Median length11
Mean length12.3314
Min length11

Characters and Unicode

Total characters102030
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5294
62.6%
Agree a little 1611
 
19.0%
Disagree a little 692
 
8.2%
Disagree a lot 677
 
8.0%
(Missing) 184
 
2.2%

Length

2023-10-26T17:08:40.252413image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:40.617413image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8274
33.3%
agree 6905
27.8%
lot 5971
24.1%
little 2303
 
9.3%
disagree 1369
 
5.5%

Most occurring characters

ValueCountFrequency (%)
e 18851
18.5%
16548
16.2%
l 10577
10.4%
t 10577
10.4%
a 9643
9.5%
g 8274
8.1%
r 8274
8.1%
A 6905
 
6.8%
o 5971
 
5.9%
i 3672
 
3.6%
Other values (2) 2738
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77208
75.7%
Space Separator 16548
 
16.2%
Uppercase Letter 8274
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18851
24.4%
l 10577
13.7%
t 10577
13.7%
a 9643
12.5%
g 8274
10.7%
r 8274
10.7%
o 5971
 
7.7%
i 3672
 
4.8%
s 1369
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6905
83.5%
D 1369
 
16.5%
Space Separator
ValueCountFrequency (%)
16548
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85482
83.8%
Common 16548
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18851
22.1%
l 10577
12.4%
t 10577
12.4%
a 9643
11.3%
g 8274
9.7%
r 8274
9.7%
A 6905
 
8.1%
o 5971
 
7.0%
i 3672
 
4.3%
D 1369
 
1.6%
Common
ValueCountFrequency (%)
16548
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102030
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18851
18.5%
16548
16.2%
l 10577
10.4%
t 10577
10.4%
a 9643
9.5%
g 8274
8.1%
r 8274
8.1%
A 6905
 
6.8%
o 5971
 
5.9%
i 3672
 
3.6%
Other values (2) 2738
 
2.7%

BSBM17E
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing104
Missing (%)1.2%
Memory size8.6 KiB
Agree a lot
5307 
Agree a little
1784 
Disagree a little
683 
Disagree a lot
580 

Length

Max length17
Median length11
Mean length12.339478
Min length11

Characters and Unicode

Total characters103084
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5307
62.7%
Agree a little 1784
 
21.1%
Disagree a little 683
 
8.1%
Disagree a lot 580
 
6.9%
(Missing) 104
 
1.2%

Length

2023-10-26T17:08:41.157322image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:41.601190image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8354
33.3%
agree 7091
28.3%
lot 5887
23.5%
little 2467
 
9.8%
disagree 1263
 
5.0%

Most occurring characters

ValueCountFrequency (%)
e 19175
18.6%
16708
16.2%
l 10821
10.5%
t 10821
10.5%
a 9617
9.3%
g 8354
8.1%
r 8354
8.1%
A 7091
 
6.9%
o 5887
 
5.7%
i 3730
 
3.6%
Other values (2) 2526
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78022
75.7%
Space Separator 16708
 
16.2%
Uppercase Letter 8354
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19175
24.6%
l 10821
13.9%
t 10821
13.9%
a 9617
12.3%
g 8354
10.7%
r 8354
10.7%
o 5887
 
7.5%
i 3730
 
4.8%
s 1263
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7091
84.9%
D 1263
 
15.1%
Space Separator
ValueCountFrequency (%)
16708
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86376
83.8%
Common 16708
 
16.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19175
22.2%
l 10821
12.5%
t 10821
12.5%
a 9617
11.1%
g 8354
9.7%
r 8354
9.7%
A 7091
 
8.2%
o 5887
 
6.8%
i 3730
 
4.3%
D 1263
 
1.5%
Common
ValueCountFrequency (%)
16708
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 103084
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19175
18.6%
16708
16.2%
l 10821
10.5%
t 10821
10.5%
a 9617
9.3%
g 8354
8.1%
r 8354
8.1%
A 7091
 
6.9%
o 5887
 
5.7%
i 3730
 
3.6%
Other values (2) 2526
 
2.5%

BSBM17F
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing116
Missing (%)1.4%
Memory size8.6 KiB
Agree a lot
4973 
Agree a little
2108 
Disagree a little
711 
Disagree a lot
550 

Length

Max length17
Median length11
Mean length12.467274
Min length11

Characters and Unicode

Total characters104002
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4973
58.8%
Agree a little 2108
24.9%
Disagree a little 711
 
8.4%
Disagree a lot 550
 
6.5%
(Missing) 116
 
1.4%

Length

2023-10-26T17:08:42.102619image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:42.492928image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8342
33.3%
agree 7081
28.3%
lot 5523
22.1%
little 2819
 
11.3%
disagree 1261
 
5.0%

Most occurring characters

ValueCountFrequency (%)
e 19503
18.8%
16684
16.0%
l 11161
10.7%
t 11161
10.7%
a 9603
9.2%
g 8342
8.0%
r 8342
8.0%
A 7081
 
6.8%
o 5523
 
5.3%
i 4080
 
3.9%
Other values (2) 2522
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78976
75.9%
Space Separator 16684
 
16.0%
Uppercase Letter 8342
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19503
24.7%
l 11161
14.1%
t 11161
14.1%
a 9603
12.2%
g 8342
10.6%
r 8342
10.6%
o 5523
 
7.0%
i 4080
 
5.2%
s 1261
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7081
84.9%
D 1261
 
15.1%
Space Separator
ValueCountFrequency (%)
16684
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 87318
84.0%
Common 16684
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19503
22.3%
l 11161
12.8%
t 11161
12.8%
a 9603
11.0%
g 8342
9.6%
r 8342
9.6%
A 7081
 
8.1%
o 5523
 
6.3%
i 4080
 
4.7%
D 1261
 
1.4%
Common
ValueCountFrequency (%)
16684
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 104002
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19503
18.8%
16684
16.0%
l 11161
10.7%
t 11161
10.7%
a 9603
9.2%
g 8342
8.0%
r 8342
8.0%
A 7081
 
6.8%
o 5523
 
5.3%
i 4080
 
3.9%
Other values (2) 2522
 
2.4%

BSBM17G
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing98
Missing (%)1.2%
Memory size8.6 KiB
Agree a lot
5437 
Agree a little
1618 
Disagree a lot
672 
Disagree a little
633 

Length

Max length17
Median length11
Mean length12.276077
Min length11

Characters and Unicode

Total characters102628
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5437
64.3%
Agree a little 1618
 
19.1%
Disagree a lot 672
 
7.9%
Disagree a little 633
 
7.5%
(Missing) 98
 
1.2%

Length

2023-10-26T17:08:42.968461image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:43.279308image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8360
33.3%
agree 7055
28.1%
lot 6109
24.4%
little 2251
 
9.0%
disagree 1305
 
5.2%

Most occurring characters

ValueCountFrequency (%)
e 18971
18.5%
16720
16.3%
l 10611
10.3%
t 10611
10.3%
a 9665
9.4%
g 8360
8.1%
r 8360
8.1%
A 7055
 
6.9%
o 6109
 
6.0%
i 3556
 
3.5%
Other values (2) 2610
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77548
75.6%
Space Separator 16720
 
16.3%
Uppercase Letter 8360
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18971
24.5%
l 10611
13.7%
t 10611
13.7%
a 9665
12.5%
g 8360
10.8%
r 8360
10.8%
o 6109
 
7.9%
i 3556
 
4.6%
s 1305
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
A 7055
84.4%
D 1305
 
15.6%
Space Separator
ValueCountFrequency (%)
16720
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85908
83.7%
Common 16720
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18971
22.1%
l 10611
12.4%
t 10611
12.4%
a 9665
11.3%
g 8360
9.7%
r 8360
9.7%
A 7055
 
8.2%
o 6109
 
7.1%
i 3556
 
4.1%
D 1305
 
1.5%
Common
ValueCountFrequency (%)
16720
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102628
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18971
18.5%
16720
16.3%
l 10611
10.3%
t 10611
10.3%
a 9665
9.4%
g 8360
8.1%
r 8360
8.1%
A 7055
 
6.9%
o 6109
 
6.0%
i 3556
 
3.5%
Other values (2) 2610
 
2.5%

BSBM18A
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing138
Missing (%)1.6%
Memory size8.6 KiB
Some lessons
2842 
Every or almost every lesson
2158 
About half the lessons
2048 
Never
1272 

Length

Max length28
Median length22
Mean length17.541346
Min length5

Characters and Unicode

Total characters145944
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowAbout half the lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Some lessons 2842
33.6%
Every or almost every lesson 2158
25.5%
About half the lessons 2048
24.2%
Never 1272
15.0%
(Missing) 138
 
1.6%

Length

2023-10-26T17:08:43.678875image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:44.047784image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 4890
18.9%
every 4316
16.6%
some 2842
11.0%
or 2158
8.3%
almost 2158
8.3%
lesson 2158
8.3%
about 2048
7.9%
half 2048
7.9%
the 2048
7.9%
never 1272
 
4.9%

Most occurring characters

ValueCountFrequency (%)
s 21144
14.5%
e 20956
14.4%
17618
12.1%
o 16254
11.1%
l 11254
7.7%
r 7746
 
5.3%
n 7048
 
4.8%
t 6254
 
4.3%
v 5588
 
3.8%
m 5000
 
3.4%
Other values (10) 27082
18.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 120006
82.2%
Space Separator 17618
 
12.1%
Uppercase Letter 8320
 
5.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 21144
17.6%
e 20956
17.5%
o 16254
13.5%
l 11254
9.4%
r 7746
 
6.5%
n 7048
 
5.9%
t 6254
 
5.2%
v 5588
 
4.7%
m 5000
 
4.2%
y 4316
 
3.6%
Other values (5) 14446
12.0%
Uppercase Letter
ValueCountFrequency (%)
S 2842
34.2%
E 2158
25.9%
A 2048
24.6%
N 1272
15.3%
Space Separator
ValueCountFrequency (%)
17618
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 128326
87.9%
Common 17618
 
12.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 21144
16.5%
e 20956
16.3%
o 16254
12.7%
l 11254
8.8%
r 7746
 
6.0%
n 7048
 
5.5%
t 6254
 
4.9%
v 5588
 
4.4%
m 5000
 
3.9%
y 4316
 
3.4%
Other values (9) 22766
17.7%
Common
ValueCountFrequency (%)
17618
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 145944
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 21144
14.5%
e 20956
14.4%
17618
12.1%
o 16254
11.1%
l 11254
7.7%
r 7746
 
5.3%
n 7048
 
4.8%
t 6254
 
4.3%
v 5588
 
3.8%
m 5000
 
3.4%
Other values (10) 27082
18.6%

BSBM18B
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing180
Missing (%)2.1%
Memory size8.6 KiB
Every or almost every lesson
2690 
Some lessons
2619 
About half the lessons
1773 
Never
1196 

Length

Max length28
Median length22
Mean length18.32979
Min length5

Characters and Unicode

Total characters151734
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAbout half the lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowAbout half the lessons

Common Values

ValueCountFrequency (%)
Every or almost every lesson 2690
31.8%
Some lessons 2619
31.0%
About half the lessons 1773
21.0%
Never 1196
14.1%
(Missing) 180
 
2.1%

Length

2023-10-26T17:08:44.444300image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:44.705099image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 5380
19.9%
lessons 4392
16.3%
or 2690
10.0%
almost 2690
10.0%
lesson 2690
10.0%
some 2619
9.7%
about 1773
 
6.6%
half 1773
 
6.6%
the 1773
 
6.6%
never 1196
 
4.4%

Most occurring characters

ValueCountFrequency (%)
e 21936
14.5%
s 21246
14.0%
18698
12.3%
o 16854
11.1%
l 11545
7.6%
r 9266
 
6.1%
n 7082
 
4.7%
v 6576
 
4.3%
t 6236
 
4.1%
y 5380
 
3.5%
Other values (10) 26915
17.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 124758
82.2%
Space Separator 18698
 
12.3%
Uppercase Letter 8278
 
5.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21936
17.6%
s 21246
17.0%
o 16854
13.5%
l 11545
9.3%
r 9266
7.4%
n 7082
 
5.7%
v 6576
 
5.3%
t 6236
 
5.0%
y 5380
 
4.3%
m 5309
 
4.3%
Other values (5) 13328
10.7%
Uppercase Letter
ValueCountFrequency (%)
E 2690
32.5%
S 2619
31.6%
A 1773
21.4%
N 1196
14.4%
Space Separator
ValueCountFrequency (%)
18698
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 133036
87.7%
Common 18698
 
12.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21936
16.5%
s 21246
16.0%
o 16854
12.7%
l 11545
8.7%
r 9266
7.0%
n 7082
 
5.3%
v 6576
 
4.9%
t 6236
 
4.7%
y 5380
 
4.0%
m 5309
 
4.0%
Other values (9) 21606
16.2%
Common
ValueCountFrequency (%)
18698
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 151734
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21936
14.5%
s 21246
14.0%
18698
12.3%
o 16854
11.1%
l 11545
7.6%
r 9266
 
6.1%
n 7082
 
4.7%
v 6576
 
4.3%
t 6236
 
4.1%
y 5380
 
3.5%
Other values (10) 26915
17.7%

BSBM18C
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing262
Missing (%)3.1%
Memory size8.6 KiB
Never
2198 
Some lessons
2079 
Every or almost every lesson
1995 
About half the lessons
1924 

Length

Max length28
Median length22
Mean length16.364812
Min length5

Characters and Unicode

Total characters134126
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowEvery or almost every lesson
2nd rowSome lessons
3rd rowSome lessons
4th rowNever
5th rowAbout half the lessons

Common Values

ValueCountFrequency (%)
Never 2198
26.0%
Some lessons 2079
24.6%
Every or almost every lesson 1995
23.6%
About half the lessons 1924
22.7%
(Missing) 262
 
3.1%

Length

2023-10-26T17:08:45.160893image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:45.559672image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 4003
16.7%
every 3990
16.6%
never 2198
9.1%
some 2079
8.7%
or 1995
8.3%
almost 1995
8.3%
lesson 1995
8.3%
about 1924
8.0%
half 1924
8.0%
the 1924
8.0%

Most occurring characters

ValueCountFrequency (%)
e 20382
15.2%
s 17994
13.4%
15831
11.8%
o 13991
10.4%
l 9917
 
7.4%
r 8183
 
6.1%
v 6188
 
4.6%
n 5998
 
4.5%
t 5843
 
4.4%
m 4074
 
3.0%
Other values (10) 25725
19.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 110099
82.1%
Space Separator 15831
 
11.8%
Uppercase Letter 8196
 
6.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20382
18.5%
s 17994
16.3%
o 13991
12.7%
l 9917
9.0%
r 8183
7.4%
v 6188
 
5.6%
n 5998
 
5.4%
t 5843
 
5.3%
m 4074
 
3.7%
y 3990
 
3.6%
Other values (5) 13539
12.3%
Uppercase Letter
ValueCountFrequency (%)
N 2198
26.8%
S 2079
25.4%
E 1995
24.3%
A 1924
23.5%
Space Separator
ValueCountFrequency (%)
15831
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 118295
88.2%
Common 15831
 
11.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20382
17.2%
s 17994
15.2%
o 13991
11.8%
l 9917
8.4%
r 8183
 
6.9%
v 6188
 
5.2%
n 5998
 
5.1%
t 5843
 
4.9%
m 4074
 
3.4%
y 3990
 
3.4%
Other values (9) 21735
18.4%
Common
ValueCountFrequency (%)
15831
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 134126
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20382
15.2%
s 17994
13.4%
15831
11.8%
o 13991
10.4%
l 9917
 
7.4%
r 8183
 
6.1%
v 6188
 
4.6%
n 5998
 
4.5%
t 5843
 
4.4%
m 4074
 
3.0%
Other values (10) 25725
19.2%

BSBM18D
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing191
Missing (%)2.3%
Memory size8.6 KiB
Every or almost every lesson
2350 
Never
2218 
Some lessons
2133 
About half the lessons
1566 

Length

Max length28
Median length22
Mean length16.564413
Min length5

Characters and Unicode

Total characters136938
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowEvery or almost every lesson
2nd rowSome lessons
3rd rowEvery or almost every lesson
4th rowNever
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 2350
27.8%
Never 2218
26.2%
Some lessons 2133
25.2%
About half the lessons 1566
18.5%
(Missing) 191
 
2.3%

Length

2023-10-26T17:08:45.980077image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:46.398038image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 4700
19.2%
lessons 3699
15.1%
or 2350
9.6%
almost 2350
9.6%
lesson 2350
9.6%
never 2218
9.1%
some 2133
8.7%
about 1566
 
6.4%
half 1566
 
6.4%
the 1566
 
6.4%

Most occurring characters

ValueCountFrequency (%)
e 21234
15.5%
s 18147
13.3%
16231
11.9%
o 14448
10.6%
l 9965
7.3%
r 9268
 
6.8%
v 6918
 
5.1%
n 6049
 
4.4%
t 5482
 
4.0%
y 4700
 
3.4%
Other values (10) 24496
17.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 112440
82.1%
Space Separator 16231
 
11.9%
Uppercase Letter 8267
 
6.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21234
18.9%
s 18147
16.1%
o 14448
12.8%
l 9965
8.9%
r 9268
8.2%
v 6918
 
6.2%
n 6049
 
5.4%
t 5482
 
4.9%
y 4700
 
4.2%
m 4483
 
4.0%
Other values (5) 11746
10.4%
Uppercase Letter
ValueCountFrequency (%)
E 2350
28.4%
N 2218
26.8%
S 2133
25.8%
A 1566
18.9%
Space Separator
ValueCountFrequency (%)
16231
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 120707
88.1%
Common 16231
 
11.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21234
17.6%
s 18147
15.0%
o 14448
12.0%
l 9965
8.3%
r 9268
7.7%
v 6918
 
5.7%
n 6049
 
5.0%
t 5482
 
4.5%
y 4700
 
3.9%
m 4483
 
3.7%
Other values (9) 20013
16.6%
Common
ValueCountFrequency (%)
16231
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 136938
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21234
15.5%
s 18147
13.3%
16231
11.9%
o 14448
10.6%
l 9965
7.3%
r 9268
 
6.8%
v 6918
 
5.1%
n 6049
 
4.4%
t 5482
 
4.0%
y 4700
 
3.4%
Other values (10) 24496
17.9%

BSBM18E
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing199
Missing (%)2.4%
Memory size8.6 KiB
Never
2854 
Some lessons
2240 
Every or almost every lesson
1893 
About half the lessons
1272 

Length

Max length28
Median length22
Mean length14.788473
Min length5

Characters and Unicode

Total characters122138
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowEvery or almost every lesson
3rd rowNever
4th rowNever
5th rowSome lessons

Common Values

ValueCountFrequency (%)
Never 2854
33.7%
Some lessons 2240
26.5%
Every or almost every lesson 1893
22.4%
About half the lessons 1272
15.0%
(Missing) 199
 
2.4%

Length

2023-10-26T17:08:46.907014image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:47.293320image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 3786
17.3%
lessons 3512
16.0%
never 2854
13.0%
some 2240
10.2%
or 1893
8.6%
almost 1893
8.6%
lesson 1893
8.6%
about 1272
 
5.8%
half 1272
 
5.8%
the 1272
 
5.8%

Most occurring characters

ValueCountFrequency (%)
e 20304
16.6%
s 16215
13.3%
13628
11.2%
o 12703
10.4%
l 8570
 
7.0%
r 8533
 
7.0%
v 6640
 
5.4%
n 5405
 
4.4%
t 4437
 
3.6%
m 4133
 
3.4%
Other values (10) 21570
17.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 100251
82.1%
Space Separator 13628
 
11.2%
Uppercase Letter 8259
 
6.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20304
20.3%
s 16215
16.2%
o 12703
12.7%
l 8570
8.5%
r 8533
8.5%
v 6640
 
6.6%
n 5405
 
5.4%
t 4437
 
4.4%
m 4133
 
4.1%
y 3786
 
3.8%
Other values (5) 9525
9.5%
Uppercase Letter
ValueCountFrequency (%)
N 2854
34.6%
S 2240
27.1%
E 1893
22.9%
A 1272
15.4%
Space Separator
ValueCountFrequency (%)
13628
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 108510
88.8%
Common 13628
 
11.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20304
18.7%
s 16215
14.9%
o 12703
11.7%
l 8570
7.9%
r 8533
7.9%
v 6640
 
6.1%
n 5405
 
5.0%
t 4437
 
4.1%
m 4133
 
3.8%
y 3786
 
3.5%
Other values (9) 17784
16.4%
Common
ValueCountFrequency (%)
13628
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 122138
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20304
16.6%
s 16215
13.3%
13628
11.2%
o 12703
10.4%
l 8570
 
7.0%
r 8533
 
7.0%
v 6640
 
5.4%
n 5405
 
4.4%
t 4437
 
3.6%
m 4133
 
3.4%
Other values (10) 21570
17.7%

BSBM18F
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing153
Missing (%)1.8%
Memory size8.6 KiB
Every or almost every lesson
3057 
Some lessons
2174 
Never
1826 
About half the lessons
1248 

Length

Max length28
Median length22
Mean length17.853101
Min length5

Characters and Unicode

Total characters148270
Distinct characters20
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome lessons
2nd rowSome lessons
3rd rowAbout half the lessons
4th rowSome lessons
5th rowEvery or almost every lesson

Common Values

ValueCountFrequency (%)
Every or almost every lesson 3057
36.1%
Some lessons 2174
25.7%
Never 1826
21.6%
About half the lessons 1248
14.8%
(Missing) 153
 
1.8%

Length

2023-10-26T17:08:47.751807image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:48.109513image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
every 6114
23.1%
lessons 3422
12.9%
or 3057
11.6%
almost 3057
11.6%
lesson 3057
11.6%
some 2174
 
8.2%
never 1826
 
6.9%
about 1248
 
4.7%
half 1248
 
4.7%
the 1248
 
4.7%

Most occurring characters

ValueCountFrequency (%)
e 22724
15.3%
s 19437
13.1%
18146
12.2%
o 16015
10.8%
r 10997
7.4%
l 10784
7.3%
v 7940
 
5.4%
n 6479
 
4.4%
y 6114
 
4.1%
t 5553
 
3.7%
Other values (10) 24081
16.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 121819
82.2%
Space Separator 18146
 
12.2%
Uppercase Letter 8305
 
5.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 22724
18.7%
s 19437
16.0%
o 16015
13.1%
r 10997
9.0%
l 10784
8.9%
v 7940
 
6.5%
n 6479
 
5.3%
y 6114
 
5.0%
t 5553
 
4.6%
m 5231
 
4.3%
Other values (5) 10545
8.7%
Uppercase Letter
ValueCountFrequency (%)
E 3057
36.8%
S 2174
26.2%
N 1826
22.0%
A 1248
15.0%
Space Separator
ValueCountFrequency (%)
18146
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 130124
87.8%
Common 18146
 
12.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 22724
17.5%
s 19437
14.9%
o 16015
12.3%
r 10997
8.5%
l 10784
8.3%
v 7940
 
6.1%
n 6479
 
5.0%
y 6114
 
4.7%
t 5553
 
4.3%
m 5231
 
4.0%
Other values (9) 18850
14.5%
Common
ValueCountFrequency (%)
18146
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 148270
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 22724
15.3%
s 19437
13.1%
18146
12.2%
o 16015
10.8%
r 10997
7.4%
l 10784
7.3%
v 7940
 
5.4%
n 6479
 
4.4%
y 6114
 
4.1%
t 5553
 
3.7%
Other values (10) 24081
16.2%

BSBM19A
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing159
Missing (%)1.9%
Memory size8.6 KiB
Agree a lot
3572 
Agree a little
3214 
Disagree a little
982 
Disagree a lot
531 

Length

Max length17
Median length14
Mean length13.063743
Min length11

Characters and Unicode

Total characters108416
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 3572
42.2%
Agree a little 3214
38.0%
Disagree a little 982
 
11.6%
Disagree a lot 531
 
6.3%
(Missing) 159
 
1.9%

Length

2023-10-26T17:08:48.529097image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:48.870188image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8299
33.3%
agree 6786
27.3%
little 4196
16.9%
lot 4103
16.5%
disagree 1513
 
6.1%

Most occurring characters

ValueCountFrequency (%)
e 20794
19.2%
16598
15.3%
l 12495
11.5%
t 12495
11.5%
a 9812
9.1%
g 8299
 
7.7%
r 8299
 
7.7%
A 6786
 
6.3%
i 5709
 
5.3%
o 4103
 
3.8%
Other values (2) 3026
 
2.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83519
77.0%
Space Separator 16598
 
15.3%
Uppercase Letter 8299
 
7.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20794
24.9%
l 12495
15.0%
t 12495
15.0%
a 9812
11.7%
g 8299
 
9.9%
r 8299
 
9.9%
i 5709
 
6.8%
o 4103
 
4.9%
s 1513
 
1.8%
Uppercase Letter
ValueCountFrequency (%)
A 6786
81.8%
D 1513
 
18.2%
Space Separator
ValueCountFrequency (%)
16598
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91818
84.7%
Common 16598
 
15.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20794
22.6%
l 12495
13.6%
t 12495
13.6%
a 9812
10.7%
g 8299
 
9.0%
r 8299
 
9.0%
A 6786
 
7.4%
i 5709
 
6.2%
o 4103
 
4.5%
D 1513
 
1.6%
Common
ValueCountFrequency (%)
16598
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108416
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20794
19.2%
16598
15.3%
l 12495
11.5%
t 12495
11.5%
a 9812
9.1%
g 8299
 
7.7%
r 8299
 
7.7%
A 6786
 
6.3%
i 5709
 
5.3%
o 4103
 
3.8%
Other values (2) 3026
 
2.8%

BSBM19B
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing190
Missing (%)2.2%
Memory size8.6 KiB
Agree a little
3080 
Disagree a lot
2156 
Disagree a little
1650 
Agree a lot
1382 

Length

Max length17
Median length14
Mean length14.097242
Min length11

Characters and Unicode

Total characters116556
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowDisagree a lot
3rd rowDisagree a little
4th rowDisagree a little
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Agree a little 3080
36.4%
Disagree a lot 2156
25.5%
Disagree a little 1650
19.5%
Agree a lot 1382
16.3%
(Missing) 190
 
2.2%

Length

2023-10-26T17:08:49.276176image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:49.650973image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8268
33.3%
little 4730
19.1%
agree 4462
18.0%
disagree 3806
15.3%
lot 3538
14.3%

Most occurring characters

ValueCountFrequency (%)
e 21266
18.2%
16536
14.2%
l 12998
11.2%
t 12998
11.2%
a 12074
10.4%
i 8536
7.3%
g 8268
 
7.1%
r 8268
 
7.1%
A 4462
 
3.8%
D 3806
 
3.3%
Other values (2) 7344
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 91752
78.7%
Space Separator 16536
 
14.2%
Uppercase Letter 8268
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21266
23.2%
l 12998
14.2%
t 12998
14.2%
a 12074
13.2%
i 8536
9.3%
g 8268
 
9.0%
r 8268
 
9.0%
s 3806
 
4.1%
o 3538
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
A 4462
54.0%
D 3806
46.0%
Space Separator
ValueCountFrequency (%)
16536
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100020
85.8%
Common 16536
 
14.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21266
21.3%
l 12998
13.0%
t 12998
13.0%
a 12074
12.1%
i 8536
8.5%
g 8268
 
8.3%
r 8268
 
8.3%
A 4462
 
4.5%
D 3806
 
3.8%
s 3806
 
3.8%
Common
ValueCountFrequency (%)
16536
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 116556
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21266
18.2%
16536
14.2%
l 12998
11.2%
t 12998
11.2%
a 12074
10.4%
i 8536
7.3%
g 8268
 
7.1%
r 8268
 
7.1%
A 4462
 
3.8%
D 3806
 
3.3%
Other values (2) 7344
 
6.3%

BSBM19C
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing331
Missing (%)3.9%
Memory size8.6 KiB
Agree a little
2605 
Disagree a lot
2088 
Agree a lot
2013 
Disagree a little
1421 

Length

Max length17
Median length14
Mean length13.781469
Min length11

Characters and Unicode

Total characters112002
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a little
3rd rowDisagree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a little 2605
30.8%
Disagree a lot 2088
24.7%
Agree a lot 2013
23.8%
Disagree a little 1421
16.8%
(Missing) 331
 
3.9%

Length

2023-10-26T17:08:50.110607image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:50.533890image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8127
33.3%
agree 4618
18.9%
lot 4101
16.8%
little 4026
16.5%
disagree 3509
14.4%

Most occurring characters

ValueCountFrequency (%)
e 20280
18.1%
16254
14.5%
l 12153
10.9%
t 12153
10.9%
a 11636
10.4%
g 8127
7.3%
r 8127
7.3%
i 7535
 
6.7%
A 4618
 
4.1%
o 4101
 
3.7%
Other values (2) 7018
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87621
78.2%
Space Separator 16254
 
14.5%
Uppercase Letter 8127
 
7.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20280
23.1%
l 12153
13.9%
t 12153
13.9%
a 11636
13.3%
g 8127
9.3%
r 8127
9.3%
i 7535
 
8.6%
o 4101
 
4.7%
s 3509
 
4.0%
Uppercase Letter
ValueCountFrequency (%)
A 4618
56.8%
D 3509
43.2%
Space Separator
ValueCountFrequency (%)
16254
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95748
85.5%
Common 16254
 
14.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20280
21.2%
l 12153
12.7%
t 12153
12.7%
a 11636
12.2%
g 8127
8.5%
r 8127
8.5%
i 7535
 
7.9%
A 4618
 
4.8%
o 4101
 
4.3%
D 3509
 
3.7%
Common
ValueCountFrequency (%)
16254
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112002
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20280
18.1%
16254
14.5%
l 12153
10.9%
t 12153
10.9%
a 11636
10.4%
g 8127
7.3%
r 8127
7.3%
i 7535
 
6.7%
A 4618
 
4.1%
o 4101
 
3.7%
Other values (2) 7018
 
6.3%

BSBM19D
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing230
Missing (%)2.7%
Memory size8.6 KiB
Agree a lot
2993 
Agree a little
2910 
Disagree a little
1426 
Disagree a lot
899 

Length

Max length17
Median length14
Mean length13.428658
Min length11

Characters and Unicode

Total characters110491
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a lot 2993
35.4%
Agree a little 2910
34.4%
Disagree a little 1426
16.9%
Disagree a lot 899
 
10.6%
(Missing) 230
 
2.7%

Length

2023-10-26T17:08:51.037263image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:51.451631image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8228
33.3%
agree 5903
23.9%
little 4336
17.6%
lot 3892
15.8%
disagree 2325
 
9.4%

Most occurring characters

ValueCountFrequency (%)
e 20792
18.8%
16456
14.9%
l 12564
11.4%
t 12564
11.4%
a 10553
9.6%
g 8228
 
7.4%
r 8228
 
7.4%
i 6661
 
6.0%
A 5903
 
5.3%
o 3892
 
3.5%
Other values (2) 4650
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 85807
77.7%
Space Separator 16456
 
14.9%
Uppercase Letter 8228
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20792
24.2%
l 12564
14.6%
t 12564
14.6%
a 10553
12.3%
g 8228
 
9.6%
r 8228
 
9.6%
i 6661
 
7.8%
o 3892
 
4.5%
s 2325
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
A 5903
71.7%
D 2325
 
28.3%
Space Separator
ValueCountFrequency (%)
16456
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 94035
85.1%
Common 16456
 
14.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20792
22.1%
l 12564
13.4%
t 12564
13.4%
a 10553
11.2%
g 8228
 
8.7%
r 8228
 
8.7%
i 6661
 
7.1%
A 5903
 
6.3%
o 3892
 
4.1%
D 2325
 
2.5%
Common
ValueCountFrequency (%)
16456
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 110491
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20792
18.8%
16456
14.9%
l 12564
11.4%
t 12564
11.4%
a 10553
9.6%
g 8228
 
7.4%
r 8228
 
7.4%
i 6661
 
6.0%
A 5903
 
5.3%
o 3892
 
3.5%
Other values (2) 4650
 
4.2%

BSBM19E
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing285
Missing (%)3.4%
Memory size8.6 KiB
Disagree a lot
3204 
Agree a little
1892 
Disagree a little
1754 
Agree a lot
1323 

Length

Max length17
Median length14
Mean length14.158204
Min length11

Characters and Unicode

Total characters115715
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3204
37.9%
Agree a little 1892
22.4%
Disagree a little 1754
20.7%
Agree a lot 1323
15.6%
(Missing) 285
 
3.4%

Length

2023-10-26T17:08:51.880454image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:52.279898image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8173
33.3%
disagree 4958
20.2%
lot 4527
18.5%
little 3646
14.9%
agree 3215
 
13.1%

Most occurring characters

ValueCountFrequency (%)
e 19992
17.3%
16346
14.1%
a 13131
11.3%
l 11819
10.2%
t 11819
10.2%
i 8604
7.4%
g 8173
7.1%
r 8173
7.1%
D 4958
 
4.3%
s 4958
 
4.3%
Other values (2) 7742
 
6.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 91196
78.8%
Space Separator 16346
 
14.1%
Uppercase Letter 8173
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19992
21.9%
a 13131
14.4%
l 11819
13.0%
t 11819
13.0%
i 8604
9.4%
g 8173
9.0%
r 8173
9.0%
s 4958
 
5.4%
o 4527
 
5.0%
Uppercase Letter
ValueCountFrequency (%)
D 4958
60.7%
A 3215
39.3%
Space Separator
ValueCountFrequency (%)
16346
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 99369
85.9%
Common 16346
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19992
20.1%
a 13131
13.2%
l 11819
11.9%
t 11819
11.9%
i 8604
8.7%
g 8173
8.2%
r 8173
8.2%
D 4958
 
5.0%
s 4958
 
5.0%
o 4527
 
4.6%
Common
ValueCountFrequency (%)
16346
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 115715
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19992
17.3%
16346
14.1%
a 13131
11.3%
l 11819
10.2%
t 11819
10.2%
i 8604
7.4%
g 8173
7.1%
r 8173
7.1%
D 4958
 
4.3%
s 4958
 
4.3%
Other values (2) 7742
 
6.7%

BSBM19F
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing268
Missing (%)3.2%
Memory size8.6 KiB
Agree a little
2968 
Disagree a little
2161 
Disagree a lot
1707 
Agree a lot
1354 

Length

Max length17
Median length14
Mean length14.295604
Min length11

Characters and Unicode

Total characters117081
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a little
3rd rowAgree a little
4th rowDisagree a little
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Agree a little 2968
35.1%
Disagree a little 2161
25.5%
Disagree a lot 1707
20.2%
Agree a lot 1354
16.0%
(Missing) 268
 
3.2%

Length

2023-10-26T17:08:52.727543image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:53.244702image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8190
33.3%
little 5129
20.9%
agree 4322
17.6%
disagree 3868
15.7%
lot 3061
 
12.5%

Most occurring characters

ValueCountFrequency (%)
e 21509
18.4%
16380
14.0%
l 13319
11.4%
t 13319
11.4%
a 12058
10.3%
i 8997
7.7%
g 8190
 
7.0%
r 8190
 
7.0%
A 4322
 
3.7%
D 3868
 
3.3%
Other values (2) 6929
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 92511
79.0%
Space Separator 16380
 
14.0%
Uppercase Letter 8190
 
7.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 21509
23.3%
l 13319
14.4%
t 13319
14.4%
a 12058
13.0%
i 8997
9.7%
g 8190
 
8.9%
r 8190
 
8.9%
s 3868
 
4.2%
o 3061
 
3.3%
Uppercase Letter
ValueCountFrequency (%)
A 4322
52.8%
D 3868
47.2%
Space Separator
ValueCountFrequency (%)
16380
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100701
86.0%
Common 16380
 
14.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 21509
21.4%
l 13319
13.2%
t 13319
13.2%
a 12058
12.0%
i 8997
8.9%
g 8190
 
8.1%
r 8190
 
8.1%
A 4322
 
4.3%
D 3868
 
3.8%
s 3868
 
3.8%
Common
ValueCountFrequency (%)
16380
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 117081
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 21509
18.4%
16380
14.0%
l 13319
11.4%
t 13319
11.4%
a 12058
10.3%
i 8997
7.7%
g 8190
 
7.0%
r 8190
 
7.0%
A 4322
 
3.7%
D 3868
 
3.3%
Other values (2) 6929
 
5.9%

BSBM19G
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing266
Missing (%)3.1%
Memory size8.6 KiB
Agree a little
2756 
Agree a lot
1950 
Disagree a little
1856 
Disagree a lot
1630 

Length

Max length17
Median length14
Mean length13.965576
Min length11

Characters and Unicode

Total characters114406
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a little
2nd rowAgree a lot
3rd rowAgree a little
4th rowAgree a little
5th rowAgree a little

Common Values

ValueCountFrequency (%)
Agree a little 2756
32.6%
Agree a lot 1950
23.1%
Disagree a little 1856
21.9%
Disagree a lot 1630
19.3%
(Missing) 266
 
3.1%

Length

2023-10-26T17:08:53.773339image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:54.071808image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8192
33.3%
agree 4706
19.1%
little 4612
18.8%
lot 3580
14.6%
disagree 3486
14.2%

Most occurring characters

ValueCountFrequency (%)
e 20996
18.4%
16384
14.3%
l 12804
11.2%
t 12804
11.2%
a 11678
10.2%
g 8192
 
7.2%
r 8192
 
7.2%
i 8098
 
7.1%
A 4706
 
4.1%
o 3580
 
3.1%
Other values (2) 6972
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 89830
78.5%
Space Separator 16384
 
14.3%
Uppercase Letter 8192
 
7.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20996
23.4%
l 12804
14.3%
t 12804
14.3%
a 11678
13.0%
g 8192
 
9.1%
r 8192
 
9.1%
i 8098
 
9.0%
o 3580
 
4.0%
s 3486
 
3.9%
Uppercase Letter
ValueCountFrequency (%)
A 4706
57.4%
D 3486
42.6%
Space Separator
ValueCountFrequency (%)
16384
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 98022
85.7%
Common 16384
 
14.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20996
21.4%
l 12804
13.1%
t 12804
13.1%
a 11678
11.9%
g 8192
 
8.4%
r 8192
 
8.4%
i 8098
 
8.3%
A 4706
 
4.8%
o 3580
 
3.7%
D 3486
 
3.6%
Common
ValueCountFrequency (%)
16384
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 114406
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20996
18.4%
16384
14.3%
l 12804
11.2%
t 12804
11.2%
a 11678
10.2%
g 8192
 
7.2%
r 8192
 
7.2%
i 8098
 
7.1%
A 4706
 
4.1%
o 3580
 
3.1%
Other values (2) 6972
 
6.1%

BSBM19H
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing207
Missing (%)2.4%
Memory size8.6 KiB
Disagree a lot
2725 
Agree a little
2093 
Disagree a little
1740 
Agree a lot
1693 

Length

Max length17
Median length14
Mean length14.017089
Min length11

Characters and Unicode

Total characters115655
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a little
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a little

Common Values

ValueCountFrequency (%)
Disagree a lot 2725
32.2%
Agree a little 2093
24.7%
Disagree a little 1740
20.6%
Agree a lot 1693
20.0%
(Missing) 207
 
2.4%

Length

2023-10-26T17:08:54.512527image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:54.930874image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8251
33.3%
disagree 4465
18.0%
lot 4418
17.8%
little 3833
15.5%
agree 3786
15.3%

Most occurring characters

ValueCountFrequency (%)
e 20335
17.6%
16502
14.3%
a 12716
11.0%
l 12084
10.4%
t 12084
10.4%
i 8298
7.2%
g 8251
7.1%
r 8251
7.1%
D 4465
 
3.9%
s 4465
 
3.9%
Other values (2) 8204
7.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 90902
78.6%
Space Separator 16502
 
14.3%
Uppercase Letter 8251
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20335
22.4%
a 12716
14.0%
l 12084
13.3%
t 12084
13.3%
i 8298
9.1%
g 8251
9.1%
r 8251
9.1%
s 4465
 
4.9%
o 4418
 
4.9%
Uppercase Letter
ValueCountFrequency (%)
D 4465
54.1%
A 3786
45.9%
Space Separator
ValueCountFrequency (%)
16502
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 99153
85.7%
Common 16502
 
14.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20335
20.5%
a 12716
12.8%
l 12084
12.2%
t 12084
12.2%
i 8298
8.4%
g 8251
8.3%
r 8251
8.3%
D 4465
 
4.5%
s 4465
 
4.5%
o 4418
 
4.5%
Common
ValueCountFrequency (%)
16502
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 115655
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20335
17.6%
16502
14.3%
a 12716
11.0%
l 12084
10.4%
t 12084
10.4%
i 8298
7.2%
g 8251
7.1%
r 8251
7.1%
D 4465
 
3.9%
s 4465
 
3.9%
Other values (2) 8204
7.1%

BSBM19I
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing162
Missing (%)1.9%
Memory size8.6 KiB
Disagree a lot
3251 
Agree a little
1993 
Disagree a little
1681 
Agree a lot
1371 

Length

Max length17
Median length14
Mean length14.112102
Min length11

Characters and Unicode

Total characters117074
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowDisagree a lot
2nd rowDisagree a lot
3rd rowDisagree a lot
4th rowDisagree a lot
5th rowDisagree a lot

Common Values

ValueCountFrequency (%)
Disagree a lot 3251
38.4%
Agree a little 1993
23.6%
Disagree a little 1681
19.9%
Agree a lot 1371
16.2%
(Missing) 162
 
1.9%

Length

2023-10-26T17:08:55.378605image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:56.666212image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8296
33.3%
disagree 4932
19.8%
lot 4622
18.6%
little 3674
14.8%
agree 3364
13.5%

Most occurring characters

ValueCountFrequency (%)
e 20266
17.3%
16592
14.2%
a 13228
11.3%
l 11970
10.2%
t 11970
10.2%
i 8606
7.4%
g 8296
7.1%
r 8296
7.1%
D 4932
 
4.2%
s 4932
 
4.2%
Other values (2) 7986
 
6.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 92186
78.7%
Space Separator 16592
 
14.2%
Uppercase Letter 8296
 
7.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20266
22.0%
a 13228
14.3%
l 11970
13.0%
t 11970
13.0%
i 8606
9.3%
g 8296
9.0%
r 8296
9.0%
s 4932
 
5.4%
o 4622
 
5.0%
Uppercase Letter
ValueCountFrequency (%)
D 4932
59.5%
A 3364
40.5%
Space Separator
ValueCountFrequency (%)
16592
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 100482
85.8%
Common 16592
 
14.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20266
20.2%
a 13228
13.2%
l 11970
11.9%
t 11970
11.9%
i 8606
8.6%
g 8296
8.3%
r 8296
8.3%
D 4932
 
4.9%
s 4932
 
4.9%
o 4622
 
4.6%
Common
ValueCountFrequency (%)
16592
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 117074
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20266
17.3%
16592
14.2%
a 13228
11.3%
l 11970
10.2%
t 11970
10.2%
i 8606
7.4%
g 8296
7.1%
r 8296
7.1%
D 4932
 
4.2%
s 4932
 
4.2%
Other values (2) 7986
 
6.8%

BSBM20A
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing149
Missing (%)1.8%
Memory size8.6 KiB
Agree a lot
6106 
Agree a little
1577 
Disagree a little
 
323
Disagree a lot
 
303

Length

Max length17
Median length11
Mean length11.912023
Min length11

Characters and Unicode

Total characters98977
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 6106
72.2%
Agree a little 1577
 
18.6%
Disagree a little 323
 
3.8%
Disagree a lot 303
 
3.6%
(Missing) 149
 
1.8%

Length

2023-10-26T17:08:57.133699image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:57.508024image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8309
33.3%
agree 7683
30.8%
lot 6409
25.7%
little 1900
 
7.6%
disagree 626
 
2.5%

Most occurring characters

ValueCountFrequency (%)
e 18518
18.7%
16618
16.8%
l 10209
10.3%
t 10209
10.3%
a 8935
9.0%
g 8309
8.4%
r 8309
8.4%
A 7683
7.8%
o 6409
 
6.5%
i 2526
 
2.6%
Other values (2) 1252
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 74050
74.8%
Space Separator 16618
 
16.8%
Uppercase Letter 8309
 
8.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18518
25.0%
l 10209
13.8%
t 10209
13.8%
a 8935
12.1%
g 8309
11.2%
r 8309
11.2%
o 6409
 
8.7%
i 2526
 
3.4%
s 626
 
0.8%
Uppercase Letter
ValueCountFrequency (%)
A 7683
92.5%
D 626
 
7.5%
Space Separator
ValueCountFrequency (%)
16618
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 82359
83.2%
Common 16618
 
16.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18518
22.5%
l 10209
12.4%
t 10209
12.4%
a 8935
10.8%
g 8309
10.1%
r 8309
10.1%
A 7683
9.3%
o 6409
 
7.8%
i 2526
 
3.1%
D 626
 
0.8%
Common
ValueCountFrequency (%)
16618
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 98977
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18518
18.7%
16618
16.8%
l 10209
10.3%
t 10209
10.3%
a 8935
9.0%
g 8309
8.4%
r 8309
8.4%
A 7683
7.8%
o 6409
 
6.5%
i 2526
 
2.6%
Other values (2) 1252
 
1.3%

BSBM20B
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing173
Missing (%)2.0%
Memory size8.6 KiB
Agree a lot
5275 
Agree a little
2118 
Disagree a little
562 
Disagree a lot
 
330

Length

Max length17
Median length11
Mean length12.293422
Min length11

Characters and Unicode

Total characters101851
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5275
62.4%
Agree a little 2118
25.0%
Disagree a little 562
 
6.6%
Disagree a lot 330
 
3.9%
(Missing) 173
 
2.0%

Length

2023-10-26T17:08:58.092046image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:58.430268image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8285
33.3%
agree 7393
29.7%
lot 5605
22.6%
little 2680
 
10.8%
disagree 892
 
3.6%

Most occurring characters

ValueCountFrequency (%)
e 19250
18.9%
16570
16.3%
l 10965
10.8%
t 10965
10.8%
a 9177
9.0%
g 8285
8.1%
r 8285
8.1%
A 7393
 
7.3%
o 5605
 
5.5%
i 3572
 
3.5%
Other values (2) 1784
 
1.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 76996
75.6%
Space Separator 16570
 
16.3%
Uppercase Letter 8285
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19250
25.0%
l 10965
14.2%
t 10965
14.2%
a 9177
11.9%
g 8285
10.8%
r 8285
10.8%
o 5605
 
7.3%
i 3572
 
4.6%
s 892
 
1.2%
Uppercase Letter
ValueCountFrequency (%)
A 7393
89.2%
D 892
 
10.8%
Space Separator
ValueCountFrequency (%)
16570
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 85281
83.7%
Common 16570
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19250
22.6%
l 10965
12.9%
t 10965
12.9%
a 9177
10.8%
g 8285
9.7%
r 8285
9.7%
A 7393
 
8.7%
o 5605
 
6.6%
i 3572
 
4.2%
D 892
 
1.0%
Common
ValueCountFrequency (%)
16570
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 101851
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19250
18.9%
16570
16.3%
l 10965
10.8%
t 10965
10.8%
a 9177
9.0%
g 8285
8.1%
r 8285
8.1%
A 7393
 
7.3%
o 5605
 
5.5%
i 3572
 
3.5%
Other values (2) 1784
 
1.8%

BSBM20C
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing193
Missing (%)2.3%
Memory size8.6 KiB
Agree a lot
5802 
Agree a little
1512 
Disagree a little
598 
Disagree a lot
 
353

Length

Max length17
Median length11
Mean length12.111071
Min length11

Characters and Unicode

Total characters100098
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5802
68.6%
Agree a little 1512
 
17.9%
Disagree a little 598
 
7.1%
Disagree a lot 353
 
4.2%
(Missing) 193
 
2.3%

Length

2023-10-26T17:08:58.877790image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:08:59.278758image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8265
33.3%
agree 7314
29.5%
lot 6155
24.8%
little 2110
 
8.5%
disagree 951
 
3.8%

Most occurring characters

ValueCountFrequency (%)
e 18640
18.6%
16530
16.5%
l 10375
10.4%
t 10375
10.4%
a 9216
9.2%
g 8265
8.3%
r 8265
8.3%
A 7314
 
7.3%
o 6155
 
6.1%
i 3061
 
3.1%
Other values (2) 1902
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 75303
75.2%
Space Separator 16530
 
16.5%
Uppercase Letter 8265
 
8.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18640
24.8%
l 10375
13.8%
t 10375
13.8%
a 9216
12.2%
g 8265
11.0%
r 8265
11.0%
o 6155
 
8.2%
i 3061
 
4.1%
s 951
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7314
88.5%
D 951
 
11.5%
Space Separator
ValueCountFrequency (%)
16530
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 83568
83.5%
Common 16530
 
16.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18640
22.3%
l 10375
12.4%
t 10375
12.4%
a 9216
11.0%
g 8265
9.9%
r 8265
9.9%
A 7314
 
8.8%
o 6155
 
7.4%
i 3061
 
3.7%
D 951
 
1.1%
Common
ValueCountFrequency (%)
16530
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 100098
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18640
18.6%
16530
16.5%
l 10375
10.4%
t 10375
10.4%
a 9216
9.2%
g 8265
8.3%
r 8265
8.3%
A 7314
 
7.3%
o 6155
 
6.1%
i 3061
 
3.1%
Other values (2) 1902
 
1.9%

BSBM20D
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing187
Missing (%)2.2%
Memory size8.6 KiB
Agree a lot
5607 
Agree a little
1637 
Disagree a little
604 
Disagree a lot
 
423

Length

Max length17
Median length11
Mean length12.185346
Min length11

Characters and Unicode

Total characters100785
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5607
66.3%
Agree a little 1637
 
19.4%
Disagree a little 604
 
7.1%
Disagree a lot 423
 
5.0%
(Missing) 187
 
2.2%

Length

2023-10-26T17:08:59.771598image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:00.191532image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8271
33.3%
agree 7244
29.2%
lot 6030
24.3%
little 2241
 
9.0%
disagree 1027
 
4.1%

Most occurring characters

ValueCountFrequency (%)
e 18783
18.6%
16542
16.4%
l 10512
10.4%
t 10512
10.4%
a 9298
9.2%
g 8271
8.2%
r 8271
8.2%
A 7244
 
7.2%
o 6030
 
6.0%
i 3268
 
3.2%
Other values (2) 2054
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 75972
75.4%
Space Separator 16542
 
16.4%
Uppercase Letter 8271
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18783
24.7%
l 10512
13.8%
t 10512
13.8%
a 9298
12.2%
g 8271
10.9%
r 8271
10.9%
o 6030
 
7.9%
i 3268
 
4.3%
s 1027
 
1.4%
Uppercase Letter
ValueCountFrequency (%)
A 7244
87.6%
D 1027
 
12.4%
Space Separator
ValueCountFrequency (%)
16542
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 84243
83.6%
Common 16542
 
16.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18783
22.3%
l 10512
12.5%
t 10512
12.5%
a 9298
11.0%
g 8271
9.8%
r 8271
9.8%
A 7244
 
8.6%
o 6030
 
7.2%
i 3268
 
3.9%
D 1027
 
1.2%
Common
ValueCountFrequency (%)
16542
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 100785
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18783
18.6%
16542
16.4%
l 10512
10.4%
t 10512
10.4%
a 9298
9.2%
g 8271
8.2%
r 8271
8.2%
A 7244
 
7.2%
o 6030
 
6.0%
i 3268
 
3.2%
Other values (2) 2054
 
2.0%

BSBM20E
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing232
Missing (%)2.7%
Memory size8.6 KiB
Agree a lot
3394 
Agree a little
2577 
Disagree a little
1132 
Disagree a lot
1123 

Length

Max length17
Median length14
Mean length13.175055
Min length11

Characters and Unicode

Total characters108378
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 3394
40.1%
Agree a little 2577
30.5%
Disagree a little 1132
 
13.4%
Disagree a lot 1123
 
13.3%
(Missing) 232
 
2.7%

Length

2023-10-26T17:09:00.598641image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:01.006489image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8226
33.3%
agree 5971
24.2%
lot 4517
18.3%
little 3709
15.0%
disagree 2255
 
9.1%

Most occurring characters

ValueCountFrequency (%)
e 20161
18.6%
16452
15.2%
l 11935
11.0%
t 11935
11.0%
a 10481
9.7%
g 8226
7.6%
r 8226
7.6%
A 5971
 
5.5%
i 5964
 
5.5%
o 4517
 
4.2%
Other values (2) 4510
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 83700
77.2%
Space Separator 16452
 
15.2%
Uppercase Letter 8226
 
7.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20161
24.1%
l 11935
14.3%
t 11935
14.3%
a 10481
12.5%
g 8226
9.8%
r 8226
9.8%
i 5964
 
7.1%
o 4517
 
5.4%
s 2255
 
2.7%
Uppercase Letter
ValueCountFrequency (%)
A 5971
72.6%
D 2255
 
27.4%
Space Separator
ValueCountFrequency (%)
16452
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 91926
84.8%
Common 16452
 
15.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20161
21.9%
l 11935
13.0%
t 11935
13.0%
a 10481
11.4%
g 8226
8.9%
r 8226
8.9%
A 5971
 
6.5%
i 5964
 
6.5%
o 4517
 
4.9%
D 2255
 
2.5%
Common
ValueCountFrequency (%)
16452
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 108378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20161
18.6%
16452
15.2%
l 11935
11.0%
t 11935
11.0%
a 10481
9.7%
g 8226
7.6%
r 8226
7.6%
A 5971
 
5.5%
i 5964
 
5.5%
o 4517
 
4.2%
Other values (2) 4510
 
4.2%

BSBM20F
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing272
Missing (%)3.2%
Memory size8.6 KiB
Agree a lot
4810 
Agree a little
2080 
Disagree a little
833 
Disagree a lot
 
463

Length

Max length17
Median length11
Mean length12.542512
Min length11

Characters and Unicode

Total characters102673
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4810
56.9%
Agree a little 2080
24.6%
Disagree a little 833
 
9.8%
Disagree a lot 463
 
5.5%
(Missing) 272
 
3.2%

Length

2023-10-26T17:09:01.429705image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:01.897458image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8186
33.3%
agree 6890
28.1%
lot 5273
21.5%
little 2913
 
11.9%
disagree 1296
 
5.3%

Most occurring characters

ValueCountFrequency (%)
e 19285
18.8%
16372
15.9%
l 11099
10.8%
t 11099
10.8%
a 9482
9.2%
g 8186
8.0%
r 8186
8.0%
A 6890
 
6.7%
o 5273
 
5.1%
i 4209
 
4.1%
Other values (2) 2592
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 78115
76.1%
Space Separator 16372
 
15.9%
Uppercase Letter 8186
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19285
24.7%
l 11099
14.2%
t 11099
14.2%
a 9482
12.1%
g 8186
10.5%
r 8186
10.5%
o 5273
 
6.8%
i 4209
 
5.4%
s 1296
 
1.7%
Uppercase Letter
ValueCountFrequency (%)
A 6890
84.2%
D 1296
 
15.8%
Space Separator
ValueCountFrequency (%)
16372
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86301
84.1%
Common 16372
 
15.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19285
22.3%
l 11099
12.9%
t 11099
12.9%
a 9482
11.0%
g 8186
9.5%
r 8186
9.5%
A 6890
 
8.0%
o 5273
 
6.1%
i 4209
 
4.9%
D 1296
 
1.5%
Common
ValueCountFrequency (%)
16372
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102673
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19285
18.8%
16372
15.9%
l 11099
10.8%
t 11099
10.8%
a 9482
9.2%
g 8186
8.0%
r 8186
8.0%
A 6890
 
6.7%
o 5273
 
5.1%
i 4209
 
4.1%
Other values (2) 2592
 
2.5%

BSBM20G
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing223
Missing (%)2.6%
Memory size8.6 KiB
Agree a lot
4986 
Agree a little
2032 
Disagree a little
769 
Disagree a lot
 
448

Length

Max length17
Median length11
Mean length12.463752
Min length11

Characters and Unicode

Total characters102639
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 4986
59.0%
Agree a little 2032
24.0%
Disagree a little 769
 
9.1%
Disagree a lot 448
 
5.3%
(Missing) 223
 
2.6%

Length

2023-10-26T17:09:02.363383image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:02.780381image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8235
33.3%
agree 7018
28.4%
lot 5434
22.0%
little 2801
 
11.3%
disagree 1217
 
4.9%

Most occurring characters

ValueCountFrequency (%)
e 19271
18.8%
16470
16.0%
l 11036
10.8%
t 11036
10.8%
a 9452
9.2%
g 8235
8.0%
r 8235
8.0%
A 7018
 
6.8%
o 5434
 
5.3%
i 4018
 
3.9%
Other values (2) 2434
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77934
75.9%
Space Separator 16470
 
16.0%
Uppercase Letter 8235
 
8.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 19271
24.7%
l 11036
14.2%
t 11036
14.2%
a 9452
12.1%
g 8235
10.6%
r 8235
10.6%
o 5434
 
7.0%
i 4018
 
5.2%
s 1217
 
1.6%
Uppercase Letter
ValueCountFrequency (%)
A 7018
85.2%
D 1217
 
14.8%
Space Separator
ValueCountFrequency (%)
16470
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 86169
84.0%
Common 16470
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 19271
22.4%
l 11036
12.8%
t 11036
12.8%
a 9452
11.0%
g 8235
9.6%
r 8235
9.6%
A 7018
 
8.1%
o 5434
 
6.3%
i 4018
 
4.7%
D 1217
 
1.4%
Common
ValueCountFrequency (%)
16470
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 102639
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 19271
18.8%
16470
16.0%
l 11036
10.8%
t 11036
10.8%
a 9452
9.2%
g 8235
8.0%
r 8235
8.0%
A 7018
 
6.8%
o 5434
 
5.3%
i 4018
 
3.9%
Other values (2) 2434
 
2.4%

BSBM20H
Categorical

MISSING 

Distinct4
Distinct (%)< 0.1%
Missing222
Missing (%)2.6%
Memory size8.6 KiB
Agree a lot
5438 
Agree a little
1797 
Disagree a little
610 
Disagree a lot
 
391

Length

Max length17
Median length11
Mean length12.241379
Min length11

Characters and Unicode

Total characters100820
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5438
64.3%
Agree a little 1797
 
21.2%
Disagree a little 610
 
7.2%
Disagree a lot 391
 
4.6%
(Missing) 222
 
2.6%

Length

2023-10-26T17:09:03.185142image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:03.612538image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8236
33.3%
agree 7235
29.3%
lot 5829
23.6%
little 2407
 
9.7%
disagree 1001
 
4.1%

Most occurring characters

ValueCountFrequency (%)
e 18879
18.7%
16472
16.3%
l 10643
10.6%
t 10643
10.6%
a 9237
9.2%
g 8236
8.2%
r 8236
8.2%
A 7235
 
7.2%
o 5829
 
5.8%
i 3408
 
3.4%
Other values (2) 2002
 
2.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 76112
75.5%
Space Separator 16472
 
16.3%
Uppercase Letter 8236
 
8.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18879
24.8%
l 10643
14.0%
t 10643
14.0%
a 9237
12.1%
g 8236
10.8%
r 8236
10.8%
o 5829
 
7.7%
i 3408
 
4.5%
s 1001
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
A 7235
87.8%
D 1001
 
12.2%
Space Separator
ValueCountFrequency (%)
16472
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 84348
83.7%
Common 16472
 
16.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18879
22.4%
l 10643
12.6%
t 10643
12.6%
a 9237
11.0%
g 8236
9.8%
r 8236
9.8%
A 7235
 
8.6%
o 5829
 
6.9%
i 3408
 
4.0%
D 1001
 
1.2%
Common
ValueCountFrequency (%)
16472
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 100820
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18879
18.7%
16472
16.3%
l 10643
10.6%
t 10643
10.6%
a 9237
9.2%
g 8236
8.2%
r 8236
8.2%
A 7235
 
7.2%
o 5829
 
5.8%
i 3408
 
3.4%
Other values (2) 2002
 
2.0%

BSBM20I
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)< 0.1%
Missing181
Missing (%)2.1%
Memory size8.6 KiB
Agree a lot
5925 
Agree a little
1506 
Disagree a little
 
486
Disagree a lot
 
360

Length

Max length17
Median length11
Mean length12.028634
Min length11

Characters and Unicode

Total characters99561
Distinct characters12
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAgree a lot
2nd rowAgree a lot
3rd rowAgree a lot
4th rowAgree a lot
5th rowAgree a lot

Common Values

ValueCountFrequency (%)
Agree a lot 5925
70.1%
Agree a little 1506
 
17.8%
Disagree a little 486
 
5.7%
Disagree a lot 360
 
4.3%
(Missing) 181
 
2.1%

Length

2023-10-26T17:09:04.087585image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:04.492443image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 8277
33.3%
agree 7431
29.9%
lot 6285
25.3%
little 1992
 
8.0%
disagree 846
 
3.4%

Most occurring characters

ValueCountFrequency (%)
e 18546
18.6%
16554
16.6%
l 10269
10.3%
t 10269
10.3%
a 9123
9.2%
g 8277
8.3%
r 8277
8.3%
A 7431
7.5%
o 6285
 
6.3%
i 2838
 
2.9%
Other values (2) 1692
 
1.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 74730
75.1%
Space Separator 16554
 
16.6%
Uppercase Letter 8277
 
8.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 18546
24.8%
l 10269
13.7%
t 10269
13.7%
a 9123
12.2%
g 8277
11.1%
r 8277
11.1%
o 6285
 
8.4%
i 2838
 
3.8%
s 846
 
1.1%
Uppercase Letter
ValueCountFrequency (%)
A 7431
89.8%
D 846
 
10.2%
Space Separator
ValueCountFrequency (%)
16554
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 83007
83.4%
Common 16554
 
16.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 18546
22.3%
l 10269
12.4%
t 10269
12.4%
a 9123
11.0%
g 8277
10.0%
r 8277
10.0%
A 7431
9.0%
o 6285
 
7.6%
i 2838
 
3.4%
D 846
 
1.0%
Common
ValueCountFrequency (%)
16554
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 99561
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 18546
18.6%
16554
16.6%
l 10269
10.3%
t 10269
10.3%
a 9123
9.2%
g 8277
8.3%
r 8277
8.3%
A 7431
7.5%
o 6285
 
6.3%
i 2838
 
2.9%
Other values (2) 1692
 
1.7%

BSBM26AA
Categorical

HIGH CORRELATION  MISSING 

Distinct5
Distinct (%)0.1%
Missing1419
Missing (%)16.8%
Memory size8.6 KiB
3 or 4 times a week
3007 
Every day
2343 
1 or 2 times a week
1037 
Less than once a week
489 
Never
 
163

Length

Max length21
Median length19
Mean length15.486149
Min length5

Characters and Unicode

Total characters109007
Distinct characters24
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3 or 4 times a week
2nd rowEvery day
3rd row3 or 4 times a week
4th row3 or 4 times a week
5th row3 or 4 times a week

Common Values

ValueCountFrequency (%)
3 or 4 times a week 3007
35.6%
Every day 2343
27.7%
1 or 2 times a week 1037
 
12.3%
Less than once a week 489
 
5.8%
Never 163
 
1.9%
(Missing) 1419
16.8%

Length

2023-10-26T17:09:04.951759image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:05.339472image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 4533
14.4%
week 4533
14.4%
or 4044
12.8%
times 4044
12.8%
3 3007
9.5%
4 3007
9.5%
every 2343
7.4%
day 2343
7.4%
1 1037
 
3.3%
2 1037
 
3.3%
Other values (4) 1630
 
5.2%

Most occurring characters

ValueCountFrequency (%)
24519
22.5%
e 16757
15.4%
a 7365
 
6.8%
r 6550
 
6.0%
s 5022
 
4.6%
y 4686
 
4.3%
k 4533
 
4.2%
o 4533
 
4.2%
t 4533
 
4.2%
w 4533
 
4.2%
Other values (14) 25976
23.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 73405
67.3%
Space Separator 24519
 
22.5%
Decimal Number 8088
 
7.4%
Uppercase Letter 2995
 
2.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 16757
22.8%
a 7365
10.0%
r 6550
 
8.9%
s 5022
 
6.8%
y 4686
 
6.4%
k 4533
 
6.2%
o 4533
 
6.2%
t 4533
 
6.2%
w 4533
 
6.2%
i 4044
 
5.5%
Other values (6) 10849
14.8%
Decimal Number
ValueCountFrequency (%)
3 3007
37.2%
4 3007
37.2%
1 1037
 
12.8%
2 1037
 
12.8%
Uppercase Letter
ValueCountFrequency (%)
E 2343
78.2%
L 489
 
16.3%
N 163
 
5.4%
Space Separator
ValueCountFrequency (%)
24519
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 76400
70.1%
Common 32607
29.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 16757
21.9%
a 7365
9.6%
r 6550
 
8.6%
s 5022
 
6.6%
y 4686
 
6.1%
k 4533
 
5.9%
o 4533
 
5.9%
t 4533
 
5.9%
w 4533
 
5.9%
i 4044
 
5.3%
Other values (9) 13844
18.1%
Common
ValueCountFrequency (%)
24519
75.2%
3 3007
 
9.2%
4 3007
 
9.2%
1 1037
 
3.2%
2 1037
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 109007
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
24519
22.5%
e 16757
15.4%
a 7365
 
6.8%
r 6550
 
6.0%
s 5022
 
4.6%
y 4686
 
4.3%
k 4533
 
4.2%
o 4533
 
4.2%
t 4533
 
4.2%
w 4533
 
4.2%
Other values (14) 25976
23.8%

BSBM26BA
Categorical

HIGH CORRELATION  MISSING 

Distinct6
Distinct (%)0.1%
Missing1596
Missing (%)18.9%
Memory size8.6 KiB
1–15 minutes
3253 
16–30 minutes
2158 
31–60 minutes
830 
More than 90 minutes
 
273
61–90 minutes
 
184

Length

Max length38
Median length20
Mean length13.401924
Min length12

Characters and Unicode

Total characters91964
Distinct characters27
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1–15 minutes
2nd row16–30 minutes
3rd row16–30 minutes
4th row1–15 minutes
5th row16–30 minutes

Common Values

ValueCountFrequency (%)
1–15 minutes 3253
38.5%
16–30 minutes 2158
25.5%
31–60 minutes 830
 
9.8%
More than 90 minutes 273
 
3.2%
61–90 minutes 184
 
2.2%
My teacher never gives me homework in… 164
 
1.9%
(Missing) 1596
18.9%

Length

2023-10-26T17:09:05.799435image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:06.189195image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
minutes 6698
44.4%
1–15 3253
21.6%
16–30 2158
 
14.3%
31–60 830
 
5.5%
more 273
 
1.8%
than 273
 
1.8%
90 273
 
1.8%
61–90 184
 
1.2%
my 164
 
1.1%
teacher 164
 
1.1%
Other values (5) 820
 
5.4%

Most occurring characters

ValueCountFrequency (%)
1 9678
10.5%
8228
8.9%
e 8119
8.8%
n 7299
7.9%
t 7135
7.8%
m 7026
7.6%
i 7026
7.6%
s 6862
 
7.5%
u 6698
 
7.3%
– 6425
 
7.0%
Other values (17) 17468
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 53717
58.4%
Decimal Number 22993
25.0%
Space Separator 8228
 
8.9%
Dash Punctuation 6425
 
7.0%
Uppercase Letter 437
 
0.5%
Other Punctuation 164
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 8119
15.1%
n 7299
13.6%
t 7135
13.3%
m 7026
13.1%
i 7026
13.1%
s 6862
12.8%
u 6698
12.5%
r 765
 
1.4%
o 601
 
1.1%
h 601
 
1.1%
Other values (7) 1585
 
3.0%
Decimal Number
ValueCountFrequency (%)
1 9678
42.1%
0 3445
 
15.0%
5 3253
 
14.1%
6 3172
 
13.8%
3 2988
 
13.0%
9 457
 
2.0%
Space Separator
ValueCountFrequency (%)
8228
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 6425
100.0%
Uppercase Letter
ValueCountFrequency (%)
M 437
100.0%
Other Punctuation
ValueCountFrequency (%)
… 164
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 54154
58.9%
Common 37810
41.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 8119
15.0%
n 7299
13.5%
t 7135
13.2%
m 7026
13.0%
i 7026
13.0%
s 6862
12.7%
u 6698
12.4%
r 765
 
1.4%
o 601
 
1.1%
h 601
 
1.1%
Other values (8) 2022
 
3.7%
Common
ValueCountFrequency (%)
1 9678
25.6%
8228
21.8%
– 6425
17.0%
0 3445
 
9.1%
5 3253
 
8.6%
6 3172
 
8.4%
3 2988
 
7.9%
9 457
 
1.2%
… 164
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 85375
92.8%
Punctuation 6589
 
7.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 9678
11.3%
8228
9.6%
e 8119
9.5%
n 7299
8.5%
t 7135
8.4%
m 7026
8.2%
i 7026
8.2%
s 6862
8.0%
u 6698
7.8%
0 3445
 
4.0%
Other values (15) 13859
16.2%
Punctuation
ValueCountFrequency (%)
– 6425
97.5%
… 164
 
2.5%

BSBM27AA
Categorical

HIGH CORRELATION  MISSING 

Distinct3
Distinct (%)0.1%
Missing2817
Missing (%)33.3%
Memory size8.5 KiB
Yes, to excel in class
2405 
No
2191 
Yes, to keep up in class
1045 

Length

Max length24
Median length22
Mean length14.602375
Min length2

Characters and Unicode

Total characters82372
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes, to keep up in class
2nd rowNo
3rd rowYes, to keep up in class
4th rowYes, to excel in class
5th rowYes, to excel in class

Common Values

ValueCountFrequency (%)
Yes, to excel in class 2405
28.4%
No 2191
25.9%
Yes, to keep up in class 1045
 
12.4%
(Missing) 2817
33.3%

Length

2023-10-26T17:09:06.628892image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:06.960473image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 3450
16.8%
to 3450
16.8%
in 3450
16.8%
class 3450
16.8%
excel 2405
11.7%
no 2191
10.7%
keep 1045
 
5.1%
up 1045
 
5.1%

Most occurring characters

ValueCountFrequency (%)
14845
18.0%
s 10350
12.6%
e 10350
12.6%
c 5855
 
7.1%
l 5855
 
7.1%
o 5641
 
6.8%
a 3450
 
4.2%
n 3450
 
4.2%
i 3450
 
4.2%
Y 3450
 
4.2%
Other values (7) 15676
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 58436
70.9%
Space Separator 14845
 
18.0%
Uppercase Letter 5641
 
6.8%
Other Punctuation 3450
 
4.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 10350
17.7%
e 10350
17.7%
c 5855
10.0%
l 5855
10.0%
o 5641
9.7%
a 3450
 
5.9%
n 3450
 
5.9%
i 3450
 
5.9%
t 3450
 
5.9%
x 2405
 
4.1%
Other values (3) 4180
7.2%
Uppercase Letter
ValueCountFrequency (%)
Y 3450
61.2%
N 2191
38.8%
Space Separator
ValueCountFrequency (%)
14845
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3450
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 64077
77.8%
Common 18295
 
22.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 10350
16.2%
e 10350
16.2%
c 5855
9.1%
l 5855
9.1%
o 5641
8.8%
a 3450
 
5.4%
n 3450
 
5.4%
i 3450
 
5.4%
Y 3450
 
5.4%
t 3450
 
5.4%
Other values (5) 8776
13.7%
Common
ValueCountFrequency (%)
14845
81.1%
, 3450
 
18.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 82372
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
14845
18.0%
s 10350
12.6%
e 10350
12.6%
c 5855
 
7.1%
l 5855
 
7.1%
o 5641
 
6.8%
a 3450
 
4.2%
n 3450
 
4.2%
i 3450
 
4.2%
Y 3450
 
4.2%
Other values (7) 15676
19.0%

BSBM27BA
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)0.1%
Missing2912
Missing (%)34.4%
Memory size8.6 KiB
Less than 4 months
2195 
Did not attend
2189 
More than 8 months
670 
4-8 months
492 

Length

Max length18
Median length18
Mean length15.711504
Min length10

Characters and Unicode

Total characters87136
Distinct characters18
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLess than 4 months
2nd rowDid not attend
3rd rowLess than 4 months
4th rowMore than 8 months
5th rowMore than 8 months

Common Values

ValueCountFrequency (%)
Less than 4 months 2195
26.0%
Did not attend 2189
25.9%
More than 8 months 670
 
7.9%
4-8 months 492
 
5.8%
(Missing) 2912
34.4%

Length

2023-10-26T17:09:07.240292image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:07.595154image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
months 3357
17.7%
than 2865
15.1%
less 2195
11.5%
4 2195
11.5%
did 2189
11.5%
not 2189
11.5%
attend 2189
11.5%
more 670
 
3.5%
8 670
 
3.5%
4-8 492
 
2.6%

Most occurring characters

ValueCountFrequency (%)
13465
15.5%
t 12789
14.7%
n 10600
12.2%
s 7747
8.9%
h 6222
7.1%
o 6216
7.1%
a 5054
 
5.8%
e 5054
 
5.8%
d 4378
 
5.0%
m 3357
 
3.9%
Other values (8) 12254
14.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 64276
73.8%
Space Separator 13465
 
15.5%
Uppercase Letter 5054
 
5.8%
Decimal Number 3849
 
4.4%
Dash Punctuation 492
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 12789
19.9%
n 10600
16.5%
s 7747
12.1%
h 6222
9.7%
o 6216
9.7%
a 5054
 
7.9%
e 5054
 
7.9%
d 4378
 
6.8%
m 3357
 
5.2%
i 2189
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
L 2195
43.4%
D 2189
43.3%
M 670
 
13.3%
Decimal Number
ValueCountFrequency (%)
4 2687
69.8%
8 1162
30.2%
Space Separator
ValueCountFrequency (%)
13465
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 492
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 69330
79.6%
Common 17806
 
20.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 12789
18.4%
n 10600
15.3%
s 7747
11.2%
h 6222
9.0%
o 6216
9.0%
a 5054
 
7.3%
e 5054
 
7.3%
d 4378
 
6.3%
m 3357
 
4.8%
L 2195
 
3.2%
Other values (4) 5718
8.2%
Common
ValueCountFrequency (%)
13465
75.6%
4 2687
 
15.1%
8 1162
 
6.5%
- 492
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 87136
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
13465
15.5%
t 12789
14.7%
n 10600
12.2%
s 7747
8.9%
h 6222
7.1%
o 6216
7.1%
a 5054
 
5.8%
e 5054
 
5.8%
d 4378
 
5.0%
m 3357
 
3.9%
Other values (8) 12254
14.1%

BSBM42AA
Categorical

HIGH CORRELATION  MISSING 

Distinct5
Distinct (%)0.1%
Missing1419
Missing (%)16.8%
Memory size8.6 KiB
3 or 4 times a week
3007 
Every day
2343 
1 or 2 times a week
1037 
Less than once a week
489 
Never
 
163

Length

Max length21
Median length19
Mean length15.486149
Min length5

Characters and Unicode

Total characters109007
Distinct characters24
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3 or 4 times a week
2nd rowEvery day
3rd row3 or 4 times a week
4th row3 or 4 times a week
5th row3 or 4 times a week

Common Values

ValueCountFrequency (%)
3 or 4 times a week 3007
35.6%
Every day 2343
27.7%
1 or 2 times a week 1037
 
12.3%
Less than once a week 489
 
5.8%
Never 163
 
1.9%
(Missing) 1419
16.8%

Length

2023-10-26T17:09:08.053956image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:08.365929image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
a 4533
14.4%
week 4533
14.4%
or 4044
12.8%
times 4044
12.8%
3 3007
9.5%
4 3007
9.5%
every 2343
7.4%
day 2343
7.4%
1 1037
 
3.3%
2 1037
 
3.3%
Other values (4) 1630
 
5.2%

Most occurring characters

ValueCountFrequency (%)
24519
22.5%
e 16757
15.4%
a 7365
 
6.8%
r 6550
 
6.0%
s 5022
 
4.6%
y 4686
 
4.3%
k 4533
 
4.2%
o 4533
 
4.2%
t 4533
 
4.2%
w 4533
 
4.2%
Other values (14) 25976
23.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 73405
67.3%
Space Separator 24519
 
22.5%
Decimal Number 8088
 
7.4%
Uppercase Letter 2995
 
2.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 16757
22.8%
a 7365
10.0%
r 6550
 
8.9%
s 5022
 
6.8%
y 4686
 
6.4%
k 4533
 
6.2%
o 4533
 
6.2%
t 4533
 
6.2%
w 4533
 
6.2%
i 4044
 
5.5%
Other values (6) 10849
14.8%
Decimal Number
ValueCountFrequency (%)
3 3007
37.2%
4 3007
37.2%
1 1037
 
12.8%
2 1037
 
12.8%
Uppercase Letter
ValueCountFrequency (%)
E 2343
78.2%
L 489
 
16.3%
N 163
 
5.4%
Space Separator
ValueCountFrequency (%)
24519
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 76400
70.1%
Common 32607
29.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 16757
21.9%
a 7365
9.6%
r 6550
 
8.6%
s 5022
 
6.6%
y 4686
 
6.1%
k 4533
 
5.9%
o 4533
 
5.9%
t 4533
 
5.9%
w 4533
 
5.9%
i 4044
 
5.3%
Other values (9) 13844
18.1%
Common
ValueCountFrequency (%)
24519
75.2%
3 3007
 
9.2%
4 3007
 
9.2%
1 1037
 
3.2%
2 1037
 
3.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 109007
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
24519
22.5%
e 16757
15.4%
a 7365
 
6.8%
r 6550
 
6.0%
s 5022
 
4.6%
y 4686
 
4.3%
k 4533
 
4.2%
o 4533
 
4.2%
t 4533
 
4.2%
w 4533
 
4.2%
Other values (14) 25976
23.8%

BSBM42BA
Categorical

HIGH CORRELATION  MISSING 

Distinct6
Distinct (%)0.1%
Missing1596
Missing (%)18.9%
Memory size8.6 KiB
1–15 minutes
3253 
16–30 minutes
2158 
31–60 minutes
830 
More than 90 minutes
 
273
61–90 minutes
 
184

Length

Max length38
Median length20
Mean length13.401924
Min length12

Characters and Unicode

Total characters91964
Distinct characters27
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1–15 minutes
2nd row16–30 minutes
3rd row16–30 minutes
4th row1–15 minutes
5th row16–30 minutes

Common Values

ValueCountFrequency (%)
1–15 minutes 3253
38.5%
16–30 minutes 2158
25.5%
31–60 minutes 830
 
9.8%
More than 90 minutes 273
 
3.2%
61–90 minutes 184
 
2.2%
My teacher never gives me homework in… 164
 
1.9%
(Missing) 1596
18.9%

Length

2023-10-26T17:09:08.778278image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:09.131434image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
minutes 6698
44.4%
1–15 3253
21.6%
16–30 2158
 
14.3%
31–60 830
 
5.5%
more 273
 
1.8%
than 273
 
1.8%
90 273
 
1.8%
61–90 184
 
1.2%
my 164
 
1.1%
teacher 164
 
1.1%
Other values (5) 820
 
5.4%

Most occurring characters

ValueCountFrequency (%)
1 9678
10.5%
8228
8.9%
e 8119
8.8%
n 7299
7.9%
t 7135
7.8%
m 7026
7.6%
i 7026
7.6%
s 6862
 
7.5%
u 6698
 
7.3%
– 6425
 
7.0%
Other values (17) 17468
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 53717
58.4%
Decimal Number 22993
25.0%
Space Separator 8228
 
8.9%
Dash Punctuation 6425
 
7.0%
Uppercase Letter 437
 
0.5%
Other Punctuation 164
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 8119
15.1%
n 7299
13.6%
t 7135
13.3%
m 7026
13.1%
i 7026
13.1%
s 6862
12.8%
u 6698
12.5%
r 765
 
1.4%
o 601
 
1.1%
h 601
 
1.1%
Other values (7) 1585
 
3.0%
Decimal Number
ValueCountFrequency (%)
1 9678
42.1%
0 3445
 
15.0%
5 3253
 
14.1%
6 3172
 
13.8%
3 2988
 
13.0%
9 457
 
2.0%
Space Separator
ValueCountFrequency (%)
8228
100.0%
Dash Punctuation
ValueCountFrequency (%)
– 6425
100.0%
Uppercase Letter
ValueCountFrequency (%)
M 437
100.0%
Other Punctuation
ValueCountFrequency (%)
… 164
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 54154
58.9%
Common 37810
41.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 8119
15.0%
n 7299
13.5%
t 7135
13.2%
m 7026
13.0%
i 7026
13.0%
s 6862
12.7%
u 6698
12.4%
r 765
 
1.4%
o 601
 
1.1%
h 601
 
1.1%
Other values (8) 2022
 
3.7%
Common
ValueCountFrequency (%)
1 9678
25.6%
8228
21.8%
– 6425
17.0%
0 3445
 
9.1%
5 3253
 
8.6%
6 3172
 
8.4%
3 2988
 
7.9%
9 457
 
1.2%
… 164
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 85375
92.8%
Punctuation 6589
 
7.2%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 9678
11.3%
8228
9.6%
e 8119
9.5%
n 7299
8.5%
t 7135
8.4%
m 7026
8.2%
i 7026
8.2%
s 6862
8.0%
u 6698
7.8%
0 3445
 
4.0%
Other values (15) 13859
16.2%
Punctuation
ValueCountFrequency (%)
– 6425
97.5%
… 164
 
2.5%

BSBM43AA
Categorical

HIGH CORRELATION  MISSING 

Distinct3
Distinct (%)0.1%
Missing2817
Missing (%)33.3%
Memory size8.5 KiB
Yes, to excel in class
2405 
No
2191 
Yes, to keep up in class
1045 

Length

Max length24
Median length22
Mean length14.602375
Min length2

Characters and Unicode

Total characters82372
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowYes, to keep up in class
2nd rowNo
3rd rowYes, to keep up in class
4th rowYes, to excel in class
5th rowYes, to excel in class

Common Values

ValueCountFrequency (%)
Yes, to excel in class 2405
28.4%
No 2191
25.9%
Yes, to keep up in class 1045
 
12.4%
(Missing) 2817
33.3%

Length

2023-10-26T17:09:09.580289image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:09.928608image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
yes 3450
16.8%
to 3450
16.8%
in 3450
16.8%
class 3450
16.8%
excel 2405
11.7%
no 2191
10.7%
keep 1045
 
5.1%
up 1045
 
5.1%

Most occurring characters

ValueCountFrequency (%)
14845
18.0%
s 10350
12.6%
e 10350
12.6%
c 5855
 
7.1%
l 5855
 
7.1%
o 5641
 
6.8%
a 3450
 
4.2%
n 3450
 
4.2%
i 3450
 
4.2%
Y 3450
 
4.2%
Other values (7) 15676
19.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 58436
70.9%
Space Separator 14845
 
18.0%
Uppercase Letter 5641
 
6.8%
Other Punctuation 3450
 
4.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 10350
17.7%
e 10350
17.7%
c 5855
10.0%
l 5855
10.0%
o 5641
9.7%
a 3450
 
5.9%
n 3450
 
5.9%
i 3450
 
5.9%
t 3450
 
5.9%
x 2405
 
4.1%
Other values (3) 4180
7.2%
Uppercase Letter
ValueCountFrequency (%)
Y 3450
61.2%
N 2191
38.8%
Space Separator
ValueCountFrequency (%)
14845
100.0%
Other Punctuation
ValueCountFrequency (%)
, 3450
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 64077
77.8%
Common 18295
 
22.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 10350
16.2%
e 10350
16.2%
c 5855
9.1%
l 5855
9.1%
o 5641
8.8%
a 3450
 
5.4%
n 3450
 
5.4%
i 3450
 
5.4%
Y 3450
 
5.4%
t 3450
 
5.4%
Other values (5) 8776
13.7%
Common
ValueCountFrequency (%)
14845
81.1%
, 3450
 
18.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 82372
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
14845
18.0%
s 10350
12.6%
e 10350
12.6%
c 5855
 
7.1%
l 5855
 
7.1%
o 5641
 
6.8%
a 3450
 
4.2%
n 3450
 
4.2%
i 3450
 
4.2%
Y 3450
 
4.2%
Other values (7) 15676
19.0%

BSBM43BA
Categorical

HIGH CORRELATION  MISSING 

Distinct4
Distinct (%)0.1%
Missing2912
Missing (%)34.4%
Memory size8.6 KiB
Less than 4 months
2195 
Did not attend
2189 
More than 8 months
670 
4-8 months
492 

Length

Max length18
Median length18
Mean length15.711504
Min length10

Characters and Unicode

Total characters87136
Distinct characters18
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLess than 4 months
2nd rowDid not attend
3rd rowLess than 4 months
4th rowMore than 8 months
5th rowMore than 8 months

Common Values

ValueCountFrequency (%)
Less than 4 months 2195
26.0%
Did not attend 2189
25.9%
More than 8 months 670
 
7.9%
4-8 months 492
 
5.8%
(Missing) 2912
34.4%

Length

2023-10-26T17:09:10.259957image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:10.636494image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
months 3357
17.7%
than 2865
15.1%
less 2195
11.5%
4 2195
11.5%
did 2189
11.5%
not 2189
11.5%
attend 2189
11.5%
more 670
 
3.5%
8 670
 
3.5%
4-8 492
 
2.6%

Most occurring characters

ValueCountFrequency (%)
13465
15.5%
t 12789
14.7%
n 10600
12.2%
s 7747
8.9%
h 6222
7.1%
o 6216
7.1%
a 5054
 
5.8%
e 5054
 
5.8%
d 4378
 
5.0%
m 3357
 
3.9%
Other values (8) 12254
14.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 64276
73.8%
Space Separator 13465
 
15.5%
Uppercase Letter 5054
 
5.8%
Decimal Number 3849
 
4.4%
Dash Punctuation 492
 
0.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 12789
19.9%
n 10600
16.5%
s 7747
12.1%
h 6222
9.7%
o 6216
9.7%
a 5054
 
7.9%
e 5054
 
7.9%
d 4378
 
6.8%
m 3357
 
5.2%
i 2189
 
3.4%
Uppercase Letter
ValueCountFrequency (%)
L 2195
43.4%
D 2189
43.3%
M 670
 
13.3%
Decimal Number
ValueCountFrequency (%)
4 2687
69.8%
8 1162
30.2%
Space Separator
ValueCountFrequency (%)
13465
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 492
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 69330
79.6%
Common 17806
 
20.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 12789
18.4%
n 10600
15.3%
s 7747
11.2%
h 6222
9.0%
o 6216
9.0%
a 5054
 
7.3%
e 5054
 
7.3%
d 4378
 
6.3%
m 3357
 
4.8%
L 2195
 
3.2%
Other values (4) 5718
8.2%
Common
ValueCountFrequency (%)
13465
75.6%
4 2687
 
15.1%
8 1162
 
6.5%
- 492
 
2.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 87136
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
13465
15.5%
t 12789
14.7%
n 10600
12.2%
s 7747
8.9%
h 6222
7.1%
o 6216
7.1%
a 5054
 
5.8%
e 5054
 
5.8%
d 4378
 
5.0%
m 3357
 
3.9%
Other values (8) 12254
14.1%

BSBE02A
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE02B
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE02C
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE02D
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03A
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03B
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03C
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03D
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03E
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03F
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE03G
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04A
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04B
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04C
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04D
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04E
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04F
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04G
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSBE04H
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8458
Missing (%)100.0%
Memory size8.5 KiB

BSMMAT01
Categorical

HIGH CARDINALITY  UNIFORM 

Distinct8427
Distinct (%)99.6%
Missing0
Missing (%)0.0%
Memory size340.5 KiB
349.91873
 
2
373.02224
 
2
430.09311
 
2
337.34548
 
2
417.09794
 
2
Other values (8422)
8448 

Length

Max length9
Median length9
Mean length8.8820052
Min length6

Characters and Unicode

Total characters75124
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8396 ?
Unique (%)99.3%

Sample

1st row400.12133
2nd row408.83507
3rd row457.90709
4th row480.37176
5th row373.62767

Common Values

ValueCountFrequency (%)
349.91873 2
 
< 0.1%
373.02224 2
 
< 0.1%
430.09311 2
 
< 0.1%
337.34548 2
 
< 0.1%
417.09794 2
 
< 0.1%
346.27581 2
 
< 0.1%
342.79055 2
 
< 0.1%
393.42108 2
 
< 0.1%
404.47636 2
 
< 0.1%
395.18815 2
 
< 0.1%
Other values (8417) 8438
99.8%

Length

2023-10-26T17:09:11.087519image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
349.91873 2
 
< 0.1%
352.27341 2
 
< 0.1%
373.02224 2
 
< 0.1%
378.33046 2
 
< 0.1%
316.0194 2
 
< 0.1%
383.66295 2
 
< 0.1%
342.02366 2
 
< 0.1%
464.45623 2
 
< 0.1%
392.3483 2
 
< 0.1%
416.22326 2
 
< 0.1%
Other values (8417) 8438
99.8%

Most occurring characters

ValueCountFrequency (%)
3 10297
13.7%
4 8856
11.8%
. 8458
11.3%
2 6676
8.9%
5 6317
8.4%
1 5950
7.9%
7 5932
7.9%
9 5904
7.9%
6 5893
7.8%
8 5892
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 66666
88.7%
Other Punctuation 8458
 
11.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10297
15.4%
4 8856
13.3%
2 6676
10.0%
5 6317
9.5%
1 5950
8.9%
7 5932
8.9%
9 5904
8.9%
6 5893
8.8%
8 5892
8.8%
0 4949
7.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 75124
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10297
13.7%
4 8856
11.8%
. 8458
11.3%
2 6676
8.9%
5 6317
8.4%
1 5950
7.9%
7 5932
7.9%
9 5904
7.9%
6 5893
7.8%
8 5892
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75124
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10297
13.7%
4 8856
11.8%
. 8458
11.3%
2 6676
8.9%
5 6317
8.4%
1 5950
7.9%
7 5932
7.9%
9 5904
7.9%
6 5893
7.8%
8 5892
7.8%

BSMMAT02
Categorical

HIGH CARDINALITY  UNIFORM 

Distinct8440
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size340.6 KiB
338.13368
 
2
363.40808
 
2
419.53338
 
2
304.81574
 
2
367.80239
 
2
Other values (8435)
8448 

Length

Max length9
Median length9
Mean length8.8970206
Min length5

Characters and Unicode

Total characters75251
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8422 ?
Unique (%)99.6%

Sample

1st row371.45229
2nd row448.06402
3rd row404.99448
4th row513.94708
5th row408.73898

Common Values

ValueCountFrequency (%)
338.13368 2
 
< 0.1%
363.40808 2
 
< 0.1%
419.53338 2
 
< 0.1%
304.81574 2
 
< 0.1%
367.80239 2
 
< 0.1%
277.07799 2
 
< 0.1%
343.59049 2
 
< 0.1%
340.3375 2
 
< 0.1%
375.01564 2
 
< 0.1%
390.34799 2
 
< 0.1%
Other values (8430) 8438
99.8%

Length

2023-10-26T17:09:11.571978image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
338.13368 2
 
< 0.1%
357.44139 2
 
< 0.1%
364.48827 2
 
< 0.1%
363.18572 2
 
< 0.1%
432.52544 2
 
< 0.1%
341.55831 2
 
< 0.1%
458.15195 2
 
< 0.1%
447.42439 2
 
< 0.1%
417.34333 2
 
< 0.1%
363.40808 2
 
< 0.1%
Other values (8430) 8438
99.8%

Most occurring characters

ValueCountFrequency (%)
3 10242
13.6%
4 8847
11.8%
. 8458
11.2%
2 6805
9.0%
5 6264
8.3%
7 5995
8.0%
8 5979
7.9%
6 5978
7.9%
9 5878
7.8%
1 5856
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 66793
88.8%
Other Punctuation 8458
 
11.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10242
15.3%
4 8847
13.2%
2 6805
10.2%
5 6264
9.4%
7 5995
9.0%
8 5979
9.0%
6 5978
9.0%
9 5878
8.8%
1 5856
8.8%
0 4949
7.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 75251
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10242
13.6%
4 8847
11.8%
. 8458
11.2%
2 6805
9.0%
5 6264
8.3%
7 5995
8.0%
8 5979
7.9%
6 5978
7.9%
9 5878
7.8%
1 5856
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75251
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10242
13.6%
4 8847
11.8%
. 8458
11.2%
2 6805
9.0%
5 6264
8.3%
7 5995
8.0%
8 5979
7.9%
6 5978
7.9%
9 5878
7.8%
1 5856
7.8%

BSMMAT03
Categorical

HIGH CARDINALITY  UNIFORM 

Distinct8438
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size340.6 KiB
358.37952
 
2
330.60559
 
2
338.09412
 
2
338.31062
 
2
368.3504
 
2
Other values (8433)
8448 

Length

Max length9
Median length9
Mean length8.8893355
Min length6

Characters and Unicode

Total characters75186
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8418 ?
Unique (%)99.5%

Sample

1st row426.12038
2nd row423.38174
3rd row424.77495
4th row453.5757
5th row324.15346

Common Values

ValueCountFrequency (%)
358.37952 2
 
< 0.1%
330.60559 2
 
< 0.1%
338.09412 2
 
< 0.1%
338.31062 2
 
< 0.1%
368.3504 2
 
< 0.1%
376.26336 2
 
< 0.1%
365.94097 2
 
< 0.1%
380.23641 2
 
< 0.1%
284.88572 2
 
< 0.1%
408.30359 2
 
< 0.1%
Other values (8428) 8438
99.8%

Length

2023-10-26T17:09:12.055603image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
358.37952 2
 
< 0.1%
338.763 2
 
< 0.1%
330.60559 2
 
< 0.1%
388.66442 2
 
< 0.1%
321.84422 2
 
< 0.1%
383.16822 2
 
< 0.1%
414.93232 2
 
< 0.1%
384.45369 2
 
< 0.1%
343.14764 2
 
< 0.1%
355.64539 2
 
< 0.1%
Other values (8428) 8438
99.8%

Most occurring characters

ValueCountFrequency (%)
3 10180
13.5%
4 8815
11.7%
. 8458
11.2%
2 6725
8.9%
5 6327
8.4%
6 6115
8.1%
8 5969
7.9%
9 5873
7.8%
7 5848
7.8%
1 5841
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 66728
88.8%
Other Punctuation 8458
 
11.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10180
15.3%
4 8815
13.2%
2 6725
10.1%
5 6327
9.5%
6 6115
9.2%
8 5969
8.9%
9 5873
8.8%
7 5848
8.8%
1 5841
8.8%
0 5035
7.5%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 75186
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10180
13.5%
4 8815
11.7%
. 8458
11.2%
2 6725
8.9%
5 6327
8.4%
6 6115
8.1%
8 5969
7.9%
9 5873
7.8%
7 5848
7.8%
1 5841
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75186
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10180
13.5%
4 8815
11.7%
. 8458
11.2%
2 6725
8.9%
5 6327
8.4%
6 6115
8.1%
8 5969
7.9%
9 5873
7.8%
7 5848
7.8%
1 5841
7.8%

BSMMAT04
Categorical

HIGH CARDINALITY  UNIFORM 

Distinct8438
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size340.6 KiB
374.83693
 
2
398.82038
 
2
292.00986
 
2
429.73852
 
2
407.48936
 
2
Other values (8433)
8448 

Length

Max length9
Median length9
Mean length8.8867345
Min length6

Characters and Unicode

Total characters75164
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8418 ?
Unique (%)99.5%

Sample

1st row417.25277
2nd row427.77654
3rd row422.99071
4th row431.42296
5th row368.65855

Common Values

ValueCountFrequency (%)
374.83693 2
 
< 0.1%
398.82038 2
 
< 0.1%
292.00986 2
 
< 0.1%
429.73852 2
 
< 0.1%
407.48936 2
 
< 0.1%
380.74264 2
 
< 0.1%
410.01737 2
 
< 0.1%
396.54289 2
 
< 0.1%
393.63831 2
 
< 0.1%
418.44024 2
 
< 0.1%
Other values (8428) 8438
99.8%

Length

2023-10-26T17:09:12.527724image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
374.83693 2
 
< 0.1%
426.14456 2
 
< 0.1%
398.82038 2
 
< 0.1%
307.67694 2
 
< 0.1%
345.22294 2
 
< 0.1%
331.06315 2
 
< 0.1%
398.11869 2
 
< 0.1%
306.02415 2
 
< 0.1%
452.38414 2
 
< 0.1%
429.88288 2
 
< 0.1%
Other values (8428) 8438
99.8%

Most occurring characters

ValueCountFrequency (%)
3 10112
13.5%
4 8752
11.6%
. 8458
11.3%
2 6796
9.0%
5 6372
8.5%
6 5989
8.0%
7 5988
8.0%
1 5930
7.9%
8 5900
7.8%
9 5898
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 66706
88.7%
Other Punctuation 8458
 
11.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10112
15.2%
4 8752
13.1%
2 6796
10.2%
5 6372
9.6%
6 5989
9.0%
7 5988
9.0%
1 5930
8.9%
8 5900
8.8%
9 5898
8.8%
0 4969
7.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 75164
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10112
13.5%
4 8752
11.6%
. 8458
11.3%
2 6796
9.0%
5 6372
8.5%
6 5989
8.0%
7 5988
8.0%
1 5930
7.9%
8 5900
7.8%
9 5898
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75164
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10112
13.5%
4 8752
11.6%
. 8458
11.3%
2 6796
9.0%
5 6372
8.5%
6 5989
8.0%
7 5988
8.0%
1 5930
7.9%
8 5900
7.8%
9 5898
7.8%

BSMMAT05
Categorical

HIGH CARDINALITY  UNIFORM 

Distinct8443
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Memory size340.6 KiB
419.64798
 
2
358.34156
 
2
382.71853
 
2
284.28845
 
2
366.00207
 
2
Other values (8438)
8448 

Length

Max length9
Median length9
Mean length8.8919366
Min length5

Characters and Unicode

Total characters75208
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8428 ?
Unique (%)99.6%

Sample

1st row439.10997
2nd row457.84994
3rd row379.47124
4th row457.18442
5th row339.64366

Common Values

ValueCountFrequency (%)
419.64798 2
 
< 0.1%
358.34156 2
 
< 0.1%
382.71853 2
 
< 0.1%
284.28845 2
 
< 0.1%
366.00207 2
 
< 0.1%
419.14769 2
 
< 0.1%
466.35641 2
 
< 0.1%
356.74335 2
 
< 0.1%
443.55849 2
 
< 0.1%
360.2718 2
 
< 0.1%
Other values (8433) 8438
99.8%

Length

2023-10-26T17:09:12.993057image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
419.64798 2
 
< 0.1%
443.55849 2
 
< 0.1%
358.34156 2
 
< 0.1%
386.85262 2
 
< 0.1%
343.00475 2
 
< 0.1%
384.30118 2
 
< 0.1%
314.83621 2
 
< 0.1%
360.2718 2
 
< 0.1%
286.80741 2
 
< 0.1%
356.74335 2
 
< 0.1%
Other values (8433) 8438
99.8%

Most occurring characters

ValueCountFrequency (%)
3 10050
13.4%
4 8882
11.8%
. 8458
11.2%
2 6853
9.1%
5 6252
8.3%
8 6096
8.1%
7 5948
7.9%
6 5947
7.9%
1 5901
7.8%
9 5884
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 66750
88.8%
Other Punctuation 8458
 
11.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 10050
15.1%
4 8882
13.3%
2 6853
10.3%
5 6252
9.4%
8 6096
9.1%
7 5948
8.9%
6 5947
8.9%
1 5901
8.8%
9 5884
8.8%
0 4937
7.4%
Other Punctuation
ValueCountFrequency (%)
. 8458
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 75208
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 10050
13.4%
4 8882
11.8%
. 8458
11.2%
2 6853
9.1%
5 6252
8.3%
8 6096
8.1%
7 5948
7.9%
6 5947
7.9%
1 5901
7.8%
9 5884
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75208
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 10050
13.4%
4 8882
11.8%
. 8458
11.2%
2 6853
9.1%
5 6252
8.3%
8 6096
8.1%
7 5948
7.9%
6 5947
7.9%
1 5901
7.8%
9 5884
7.8%

BSBGHER
Categorical

HIGH CORRELATION 

Distinct33
Distinct (%)0.4%
Missing75
Missing (%)0.9%
Memory size9.7 KiB
7.56439
1144 
6.52207
1055 
8.3581
1031 
9.03613
942 
9.64761
680 
Other values (28)
3531 

Length

Max length8
Median length7
Mean length7.0728856
Min length6

Characters and Unicode

Total characters59292
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st row8.99877
2nd row8.99877
3rd row10.23835
4th row7.56439
5th row9.38498

Common Values

ValueCountFrequency (%)
7.56439 1144
13.5%
6.52207 1055
12.5%
8.3581 1031
12.2%
9.03613 942
11.1%
9.64761 680
8.0%
4.55208 644
7.6%
10.23835 549
6.5%
7.34568 411
 
4.9%
10.84499 395
 
4.7%
8.99877 353
 
4.2%
Other values (23) 1179
13.9%

Length

2023-10-26T17:09:13.358087image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
7.56439 1144
13.6%
6.52207 1055
12.6%
8.3581 1031
12.3%
9.03613 942
11.2%
9.64761 680
8.1%
4.55208 644
7.7%
10.23835 549
6.5%
7.34568 411
 
4.9%
10.84499 395
 
4.7%
8.99877 353
 
4.2%
Other values (23) 1179
14.1%

Most occurring characters

ValueCountFrequency (%)
. 8383
14.1%
5 6354
10.7%
3 6319
10.7%
6 5681
9.6%
8 5239
8.8%
1 4999
8.4%
9 4840
8.2%
4 4653
7.8%
7 4613
7.8%
2 4162
7.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 50909
85.9%
Other Punctuation 8383
 
14.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
5 6354
12.5%
3 6319
12.4%
6 5681
11.2%
8 5239
10.3%
1 4999
9.8%
9 4840
9.5%
4 4653
9.1%
7 4613
9.1%
2 4162
8.2%
0 4049
8.0%
Other Punctuation
ValueCountFrequency (%)
. 8383
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 59292
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
. 8383
14.1%
5 6354
10.7%
3 6319
10.7%
6 5681
9.6%
8 5239
8.8%
1 4999
8.4%
9 4840
8.2%
4 4653
7.8%
7 4613
7.8%
2 4162
7.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 59292
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 8383
14.1%
5 6354
10.7%
3 6319
10.7%
6 5681
9.6%
8 5239
8.8%
1 4999
8.4%
9 4840
8.2%
4 4653
7.8%
7 4613
7.8%
2 4162
7.0%

BSDGHER
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing75
Missing (%)0.9%
Memory size8.5 KiB
Few Resources
4678 
Some Resources
3550 
Many Resources
 
155

Length

Max length14
Median length13
Mean length13.441966
Min length13

Characters and Unicode

Total characters112684
Distinct characters16
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Resources
2nd rowSome Resources
3rd rowSome Resources
4th rowFew Resources
5th rowSome Resources

Common Values

ValueCountFrequency (%)
Few Resources 4678
55.3%
Some Resources 3550
42.0%
Many Resources 155
 
1.8%
(Missing) 75
 
0.9%

Length

2023-10-26T17:09:13.803584image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:14.162034image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
resources 8383
50.0%
few 4678
27.9%
some 3550
21.2%
many 155
 
0.9%

Most occurring characters

ValueCountFrequency (%)
e 24994
22.2%
s 16766
14.9%
o 11933
10.6%
8383
 
7.4%
R 8383
 
7.4%
u 8383
 
7.4%
r 8383
 
7.4%
c 8383
 
7.4%
F 4678
 
4.2%
w 4678
 
4.2%
Other values (6) 7720
 
6.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87535
77.7%
Uppercase Letter 16766
 
14.9%
Space Separator 8383
 
7.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 24994
28.6%
s 16766
19.2%
o 11933
13.6%
u 8383
 
9.6%
r 8383
 
9.6%
c 8383
 
9.6%
w 4678
 
5.3%
m 3550
 
4.1%
a 155
 
0.2%
n 155
 
0.2%
Uppercase Letter
ValueCountFrequency (%)
R 8383
50.0%
F 4678
27.9%
S 3550
21.2%
M 155
 
0.9%
Space Separator
ValueCountFrequency (%)
8383
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 104301
92.6%
Common 8383
 
7.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 24994
24.0%
s 16766
16.1%
o 11933
11.4%
R 8383
 
8.0%
u 8383
 
8.0%
r 8383
 
8.0%
c 8383
 
8.0%
F 4678
 
4.5%
w 4678
 
4.5%
S 3550
 
3.4%
Other values (5) 4170
 
4.0%
Common
ValueCountFrequency (%)
8383
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 112684
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 24994
22.2%
s 16766
14.9%
o 11933
10.6%
8383
 
7.4%
R 8383
 
7.4%
u 8383
 
7.4%
r 8383
 
7.4%
c 8383
 
7.4%
F 4678
 
4.2%
w 4678
 
4.2%
Other values (6) 7720
 
6.9%

BSBGSSB
Categorical

HIGH CARDINALITY  HIGH CORRELATION 

Distinct95
Distinct (%)1.1%
Missing67
Missing (%)0.8%
Memory size11.2 KiB
13.27199
2118 
11.62252
1510 
10.70956
1069 
10.00496
863 
9.40801
647 
Other values (90)
2184 

Length

Max length8
Median length8
Mean length7.675724
Min length6

Characters and Unicode

Total characters64407
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)0.3%

Sample

1st row9.40801
2nd row8.89725
3rd row13.27199
4th row7.08155
5th row10.70956

Common Values

ValueCountFrequency (%)
13.27199 2118
25.0%
11.62252 1510
17.9%
10.70956 1069
12.6%
10.00496 863
10.2%
9.40801 647
 
7.6%
8.89725 532
 
6.3%
8.46096 356
 
4.2%
8.08091 285
 
3.4%
7.73555 202
 
2.4%
7.40784 157
 
1.9%
Other values (85) 652
 
7.7%

Length

2023-10-26T17:09:14.595614image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
13.27199 2118
25.2%
11.62252 1510
18.0%
10.70956 1069
12.7%
10.00496 863
10.3%
9.40801 647
 
7.7%
8.89725 532
 
6.3%
8.46096 356
 
4.2%
8.08091 285
 
3.4%
7.73555 202
 
2.4%
7.40784 157
 
1.9%
Other values (85) 652
 
7.8%

Most occurring characters

ValueCountFrequency (%)
1 10647
16.5%
9 8418
13.1%
. 8391
13.0%
0 7514
11.7%
2 7455
11.6%
7 4850
7.5%
6 4473
6.9%
5 4221
 
6.6%
8 3174
 
4.9%
3 2833
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 56016
87.0%
Other Punctuation 8391
 
13.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 10647
19.0%
9 8418
15.0%
0 7514
13.4%
2 7455
13.3%
7 4850
8.7%
6 4473
8.0%
5 4221
 
7.5%
8 3174
 
5.7%
3 2833
 
5.1%
4 2431
 
4.3%
Other Punctuation
ValueCountFrequency (%)
. 8391
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 64407
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 10647
16.5%
9 8418
13.1%
. 8391
13.0%
0 7514
11.7%
2 7455
11.6%
7 4850
7.5%
6 4473
6.9%
5 4221
 
6.6%
8 3174
 
4.9%
3 2833
 
4.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 64407
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10647
16.5%
9 8418
13.1%
. 8391
13.0%
0 7514
11.7%
2 7455
11.6%
7 4850
7.5%
6 4473
6.9%
5 4221
 
6.6%
8 3174
 
4.9%
3 2833
 
4.4%

BSDGSSB
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing67
Missing (%)0.8%
Memory size8.5 KiB
High Sense of School Belonging
4844 
Some Sense of School Belonging
2874 
Little Sense of School Belonging
673 

Length

Max length32
Median length30
Mean length30.16041
Min length30

Characters and Unicode

Total characters253076
Distinct characters17
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Sense of School Belonging
2nd rowSome Sense of School Belonging
3rd rowHigh Sense of School Belonging
4th rowLittle Sense of School Belonging
5th rowHigh Sense of School Belonging

Common Values

ValueCountFrequency (%)
High Sense of School Belonging 4844
57.3%
Some Sense of School Belonging 2874
34.0%
Little Sense of School Belonging 673
 
8.0%
(Missing) 67
 
0.8%

Length

2023-10-26T17:09:15.067810image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:15.410480image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
sense 8391
20.0%
of 8391
20.0%
school 8391
20.0%
belonging 8391
20.0%
high 4844
11.5%
some 2874
 
6.9%
little 673
 
1.6%

Most occurring characters

ValueCountFrequency (%)
o 36438
14.4%
33564
13.3%
e 28720
11.3%
n 25173
9.9%
g 21626
8.5%
S 19656
7.8%
l 17455
6.9%
i 13908
 
5.5%
h 13235
 
5.2%
s 8391
 
3.3%
Other values (7) 34910
13.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 185948
73.5%
Space Separator 33564
 
13.3%
Uppercase Letter 33564
 
13.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o 36438
19.6%
e 28720
15.4%
n 25173
13.5%
g 21626
11.6%
l 17455
9.4%
i 13908
 
7.5%
h 13235
 
7.1%
s 8391
 
4.5%
f 8391
 
4.5%
c 8391
 
4.5%
Other values (2) 4220
 
2.3%
Uppercase Letter
ValueCountFrequency (%)
S 19656
58.6%
B 8391
25.0%
H 4844
 
14.4%
L 673
 
2.0%
Space Separator
ValueCountFrequency (%)
33564
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 219512
86.7%
Common 33564
 
13.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
o 36438
16.6%
e 28720
13.1%
n 25173
11.5%
g 21626
9.9%
S 19656
9.0%
l 17455
8.0%
i 13908
 
6.3%
h 13235
 
6.0%
s 8391
 
3.8%
B 8391
 
3.8%
Other values (6) 26519
12.1%
Common
ValueCountFrequency (%)
33564
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 253076
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o 36438
14.4%
33564
13.3%
e 28720
11.3%
n 25173
9.9%
g 21626
8.5%
S 19656
7.8%
l 17455
6.9%
i 13908
 
5.5%
h 13235
 
5.2%
s 8391
 
3.3%
Other values (7) 34910
13.8%

BSBGSB
Categorical

HIGH CARDINALITY 

Distinct691
Distinct (%)8.2%
Missing80
Missing (%)0.9%
Memory size38.2 KiB
12.93734
1038 
9.92809
625 
11.18784
564 
10.41803
530 
9.56975
 
473
Other values (686)
5148 

Length

Max length8
Median length7
Mean length7.2590117
Min length5

Characters and Unicode

Total characters60816
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique443 ?
Unique (%)5.3%

Sample

1st row8.59335
2nd row8.27793
3rd row7.97425
4th row10.41803
5th row12.93734

Common Values

ValueCountFrequency (%)
12.93734 1038
 
12.3%
9.92809 625
 
7.4%
11.18784 564
 
6.7%
10.41803 530
 
6.3%
9.56975 473
 
5.6%
9.05015 439
 
5.2%
9.28593 417
 
4.9%
8.66719 346
 
4.1%
8.84686 319
 
3.8%
8.50552 297
 
3.5%
Other values (681) 3330
39.4%

Length

2023-10-26T17:09:15.857527image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
12.93734 1038
 
12.4%
9.92809 625
 
7.5%
11.18784 564
 
6.7%
10.41803 530
 
6.3%
9.56975 473
 
5.6%
9.05015 439
 
5.2%
9.28593 417
 
5.0%
8.66719 346
 
4.1%
8.84686 319
 
3.8%
8.50552 297
 
3.5%
Other values (681) 3330
39.7%

Most occurring characters

ValueCountFrequency (%)
. 8378
13.8%
8 7288
12.0%
9 7273
12.0%
1 6041
9.9%
7 5726
9.4%
5 5202
8.6%
4 4892
8.0%
3 4428
7.3%
2 4238
7.0%
0 3871
6.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 52438
86.2%
Other Punctuation 8378
 
13.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
8 7288
13.9%
9 7273
13.9%
1 6041
11.5%
7 5726
10.9%
5 5202
9.9%
4 4892
9.3%
3 4428
8.4%
2 4238
8.1%
0 3871
7.4%
6 3479
6.6%
Other Punctuation
ValueCountFrequency (%)
. 8378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 60816
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
. 8378
13.8%
8 7288
12.0%
9 7273
12.0%
1 6041
9.9%
7 5726
9.4%
5 5202
8.6%
4 4892
8.0%
3 4428
7.3%
2 4238
7.0%
0 3871
6.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 60816
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
. 8378
13.8%
8 7288
12.0%
9 7273
12.0%
1 6041
9.9%
7 5726
9.4%
5 5202
8.6%
4 4892
8.0%
3 4428
7.3%
2 4238
7.0%
0 3871
6.4%

BSDGSB
Categorical

Distinct3
Distinct (%)< 0.1%
Missing80
Missing (%)0.9%
Memory size8.5 KiB
Never or Almost Never
4789 
About Monthly
2843 
About Weekly
746 

Length

Max length21
Median length21
Mean length17.483886
Min length12

Characters and Unicode

Total characters146480
Distinct characters19
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowAbout Monthly
2nd rowAbout Monthly
3rd rowAbout Monthly
4th rowNever or Almost Never
5th rowNever or Almost Never

Common Values

ValueCountFrequency (%)
Never or Almost Never 4789
56.6%
About Monthly 2843
33.6%
About Weekly 746
 
8.8%
(Missing) 80
 
0.9%

Length

2023-10-26T17:09:16.199948image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:16.473594image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
never 9578
36.4%
or 4789
18.2%
almost 4789
18.2%
about 3589
 
13.6%
monthly 2843
 
10.8%
weekly 746
 
2.8%

Most occurring characters

ValueCountFrequency (%)
e 20648
14.1%
17956
12.3%
o 16010
10.9%
r 14367
9.8%
t 11221
7.7%
N 9578
 
6.5%
v 9578
 
6.5%
A 8378
 
5.7%
l 8378
 
5.7%
s 4789
 
3.3%
Other values (9) 25577
17.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 106979
73.0%
Uppercase Letter 21545
 
14.7%
Space Separator 17956
 
12.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 20648
19.3%
o 16010
15.0%
r 14367
13.4%
t 11221
10.5%
v 9578
9.0%
l 8378
7.8%
s 4789
 
4.5%
m 4789
 
4.5%
b 3589
 
3.4%
u 3589
 
3.4%
Other values (4) 10021
9.4%
Uppercase Letter
ValueCountFrequency (%)
N 9578
44.5%
A 8378
38.9%
M 2843
 
13.2%
W 746
 
3.5%
Space Separator
ValueCountFrequency (%)
17956
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 128524
87.7%
Common 17956
 
12.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 20648
16.1%
o 16010
12.5%
r 14367
11.2%
t 11221
8.7%
N 9578
7.5%
v 9578
7.5%
A 8378
6.5%
l 8378
6.5%
s 4789
 
3.7%
m 4789
 
3.7%
Other values (8) 20788
16.2%
Common
ValueCountFrequency (%)
17956
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 146480
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 20648
14.1%
17956
12.3%
o 16010
10.9%
r 14367
9.8%
t 11221
7.7%
N 9578
 
6.5%
v 9578
 
6.5%
A 8378
 
5.7%
l 8378
 
5.7%
s 4789
 
3.3%
Other values (9) 25577
17.5%

BSBGSLM
Categorical

HIGH CARDINALITY 

Distinct345
Distinct (%)4.1%
Missing43
Missing (%)0.5%
Memory size27.4 KiB
13.84849
1017 
12.72711
609 
11.75478
 
515
12.15847
 
504
10.25252
 
398
Other values (340)
5372 

Length

Max length8
Median length8
Mean length7.6139037
Min length4

Characters and Unicode

Total characters64071
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique163 ?
Unique (%)1.9%

Sample

1st row11.01785
2nd row13.84849
3rd row12.15847
4th row12.72711
5th row9.86638

Common Values

ValueCountFrequency (%)
13.84849 1017
 
12.0%
12.72711 609
 
7.2%
11.75478 515
 
6.1%
12.15847 504
 
6.0%
10.25252 398
 
4.7%
11.42832 370
 
4.4%
10.89898 362
 
4.3%
9.86638 346
 
4.1%
10.67004 336
 
4.0%
10.45644 309
 
3.7%
Other values (335) 3649
43.1%

Length

2023-10-26T17:09:16.827572image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
13.84849 1017
 
12.1%
12.72711 609
 
7.2%
11.75478 515
 
6.1%
12.15847 504
 
6.0%
10.25252 398
 
4.7%
11.42832 370
 
4.4%
10.89898 362
 
4.3%
9.86638 346
 
4.1%
10.67004 336
 
4.0%
10.45644 309
 
3.7%
Other values (335) 3649
43.4%

Most occurring characters

ValueCountFrequency (%)
1 10839
16.9%
. 8415
13.1%
8 7856
12.3%
4 6914
10.8%
7 4923
7.7%
9 4896
7.6%
2 4484
7.0%
5 4334
 
6.8%
3 4111
 
6.4%
0 4054
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 55656
86.9%
Other Punctuation 8415
 
13.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 10839
19.5%
8 7856
14.1%
4 6914
12.4%
7 4923
8.8%
9 4896
8.8%
2 4484
8.1%
5 4334
 
7.8%
3 4111
 
7.4%
0 4054
 
7.3%
6 3245
 
5.8%
Other Punctuation
ValueCountFrequency (%)
. 8415
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 64071
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 10839
16.9%
. 8415
13.1%
8 7856
12.3%
4 6914
10.8%
7 4923
7.7%
9 4896
7.6%
2 4484
7.0%
5 4334
 
6.8%
3 4111
 
6.4%
0 4054
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 64071
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10839
16.9%
. 8415
13.1%
8 7856
12.3%
4 6914
10.8%
7 4923
7.7%
9 4896
7.6%
2 4484
7.0%
5 4334
 
6.8%
3 4111
 
6.4%
0 4054
 
6.3%

BSDGSLM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing43
Missing (%)0.5%
Memory size8.5 KiB
Somewhat Like Learning Mathematics
3330 
Very Much Like Learning Mathematics
3238 
Do Not Like Learning Mathematics
1847 

Length

Max length35
Median length34
Mean length33.945811
Min length32

Characters and Unicode

Total characters285654
Distinct characters23
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSomewhat Like Learning Mathematics
2nd rowVery Much Like Learning Mathematics
3rd rowVery Much Like Learning Mathematics
4th rowVery Much Like Learning Mathematics
5th rowSomewhat Like Learning Mathematics

Common Values

ValueCountFrequency (%)
Somewhat Like Learning Mathematics 3330
39.4%
Very Much Like Learning Mathematics 3238
38.3%
Do Not Like Learning Mathematics 1847
21.8%
(Missing) 43
 
0.5%

Length

2023-10-26T17:09:17.189810image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:17.565337image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
like 8415
21.7%
learning 8415
21.7%
mathematics 8415
21.7%
somewhat 3330
 
8.6%
very 3238
 
8.4%
much 3238
 
8.4%
do 1847
 
4.8%
not 1847
 
4.8%

Most occurring characters

ValueCountFrequency (%)
e 31813
11.1%
30330
10.6%
a 28575
 
10.0%
i 25245
 
8.8%
t 22007
 
7.7%
L 16830
 
5.9%
n 16830
 
5.9%
h 14983
 
5.2%
m 11745
 
4.1%
c 11653
 
4.1%
Other values (13) 75643
26.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 216579
75.8%
Uppercase Letter 38745
 
13.6%
Space Separator 30330
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 31813
14.7%
a 28575
13.2%
i 25245
11.7%
t 22007
10.2%
n 16830
7.8%
h 14983
6.9%
m 11745
 
5.4%
c 11653
 
5.4%
r 11653
 
5.4%
k 8415
 
3.9%
Other values (6) 33660
15.5%
Uppercase Letter
ValueCountFrequency (%)
L 16830
43.4%
M 11653
30.1%
S 3330
 
8.6%
V 3238
 
8.4%
D 1847
 
4.8%
N 1847
 
4.8%
Space Separator
ValueCountFrequency (%)
30330
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 255324
89.4%
Common 30330
 
10.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 31813
12.5%
a 28575
11.2%
i 25245
 
9.9%
t 22007
 
8.6%
L 16830
 
6.6%
n 16830
 
6.6%
h 14983
 
5.9%
m 11745
 
4.6%
c 11653
 
4.6%
r 11653
 
4.6%
Other values (12) 63990
25.1%
Common
ValueCountFrequency (%)
30330
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 285654
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 31813
11.1%
30330
10.6%
a 28575
 
10.0%
i 25245
 
8.8%
t 22007
 
7.7%
L 16830
 
5.9%
n 16830
 
5.9%
h 14983
 
5.2%
m 11745
 
4.1%
c 11653
 
4.1%
Other values (13) 75643
26.5%

BSBGICM
Categorical

HIGH CARDINALITY 

Distinct190
Distinct (%)2.3%
Missing63
Missing (%)0.7%
Memory size22.2 KiB
13.01885
1323 
11.65115
1114 
10.92487
915 
10.38389
865 
9.92675
556 
Other values (185)
3622 

Length

Max length8
Median length8
Mean length7.5240024
Min length6

Characters and Unicode

Total characters63164
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique86 ?
Unique (%)1.0%

Sample

1st row13.01885
2nd row13.01885
3rd row11.65115
4th row10.92487
5th row11.65115

Common Values

ValueCountFrequency (%)
13.01885 1323
15.6%
11.65115 1114
13.2%
10.92487 915
10.8%
10.38389 865
10.2%
9.92675 556
 
6.6%
9.52219 461
 
5.5%
8.82274 435
 
5.1%
9.15605 424
 
5.0%
8.51896 267
 
3.2%
7.98224 225
 
2.7%
Other values (180) 1810
21.4%

Length

2023-10-26T17:09:17.944272image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
13.01885 1323
15.8%
11.65115 1114
13.3%
10.92487 915
10.9%
10.38389 865
10.3%
9.92675 556
 
6.6%
9.52219 461
 
5.5%
8.82274 435
 
5.2%
9.15605 424
 
5.1%
8.51896 267
 
3.2%
7.98224 225
 
2.7%
Other values (180) 1810
21.6%

Most occurring characters

ValueCountFrequency (%)
1 10858
17.2%
. 8395
13.3%
8 8187
13.0%
5 7065
11.2%
9 5696
9.0%
0 4623
7.3%
2 4595
7.3%
3 4093
 
6.5%
6 3633
 
5.8%
7 3445
 
5.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 54769
86.7%
Other Punctuation 8395
 
13.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 10858
19.8%
8 8187
14.9%
5 7065
12.9%
9 5696
10.4%
0 4623
8.4%
2 4595
8.4%
3 4093
 
7.5%
6 3633
 
6.6%
7 3445
 
6.3%
4 2574
 
4.7%
Other Punctuation
ValueCountFrequency (%)
. 8395
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 63164
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 10858
17.2%
. 8395
13.3%
8 8187
13.0%
5 7065
11.2%
9 5696
9.0%
0 4623
7.3%
2 4595
7.3%
3 4093
 
6.5%
6 3633
 
5.8%
7 3445
 
5.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 63164
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10858
17.2%
. 8395
13.3%
8 8187
13.0%
5 7065
11.2%
9 5696
9.0%
0 4623
7.3%
2 4595
7.3%
3 4093
 
6.5%
6 3633
 
5.8%
7 3445
 
5.5%

BSDGICM
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)< 0.1%
Missing63
Missing (%)0.7%
Memory size8.5 KiB
High Clarity of Instruction
4388 
Moderate Clarity of Instruction
2837 
Low Clarity of Instruction
1170 

Length

Max length31
Median length27
Mean length28.212388
Min length26

Characters and Unicode

Total characters236843
Distinct characters23
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHigh Clarity of Instruction
2nd rowHigh Clarity of Instruction
3rd rowHigh Clarity of Instruction
4th rowHigh Clarity of Instruction
5th rowHigh Clarity of Instruction

Common Values

ValueCountFrequency (%)
High Clarity of Instruction 4388
51.9%
Moderate Clarity of Instruction 2837
33.5%
Low Clarity of Instruction 1170
 
13.8%
(Missing) 63
 
0.7%

Length

2023-10-26T17:09:18.475375image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:18.894850image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
clarity 8395
25.0%
of 8395
25.0%
instruction 8395
25.0%
high 4388
13.1%
moderate 2837
 
8.4%
low 1170
 
3.5%

Most occurring characters

ValueCountFrequency (%)
t 28022
11.8%
25185
 
10.6%
i 21178
 
8.9%
o 20797
 
8.8%
r 19627
 
8.3%
n 16790
 
7.1%
a 11232
 
4.7%
u 8395
 
3.5%
c 8395
 
3.5%
C 8395
 
3.5%
Other values (13) 68827
29.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 186473
78.7%
Space Separator 25185
 
10.6%
Uppercase Letter 25185
 
10.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 28022
15.0%
i 21178
11.4%
o 20797
11.2%
r 19627
10.5%
n 16790
9.0%
a 11232
 
6.0%
u 8395
 
4.5%
c 8395
 
4.5%
l 8395
 
4.5%
y 8395
 
4.5%
Other values (7) 35247
18.9%
Uppercase Letter
ValueCountFrequency (%)
C 8395
33.3%
I 8395
33.3%
H 4388
17.4%
M 2837
 
11.3%
L 1170
 
4.6%
Space Separator
ValueCountFrequency (%)
25185
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 211658
89.4%
Common 25185
 
10.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 28022
13.2%
i 21178
 
10.0%
o 20797
 
9.8%
r 19627
 
9.3%
n 16790
 
7.9%
a 11232
 
5.3%
u 8395
 
4.0%
c 8395
 
4.0%
C 8395
 
4.0%
l 8395
 
4.0%
Other values (12) 60432
28.6%
Common
ValueCountFrequency (%)
25185
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 236843
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 28022
11.8%
25185
 
10.6%
i 21178
 
8.9%
o 20797
 
8.8%
r 19627
 
8.3%
n 16790
 
7.1%
a 11232
 
4.7%
u 8395
 
3.5%
c 8395
 
3.5%
C 8395
 
3.5%
Other values (13) 68827
29.1%

BSBGDML
Categorical

HIGH CARDINALITY 

Distinct173
Distinct (%)2.1%
Missing82
Missing (%)1.0%
Memory size22.1 KiB
9.45061
595 
10.31153
582 
8.70559
574 
9.19981
567 
9.71101
 
544
Other values (168)
5514 

Length

Max length8
Median length7
Mean length7.2841452
Min length5

Characters and Unicode

Total characters61012
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique64 ?
Unique (%)0.8%

Sample

1st row8.95449
2nd row9.45061
3rd row9.19981
4th row11.61733
5th row8.15891

Common Values

ValueCountFrequency (%)
9.45061 595
 
7.0%
10.31153 582
 
6.9%
8.70559 574
 
6.8%
9.19981 567
 
6.7%
9.71101 544
 
6.4%
9.99445 533
 
6.3%
8.95449 506
 
6.0%
10.67499 460
 
5.4%
8.44435 434
 
5.1%
11.10343 431
 
5.1%
Other values (163) 3150
37.2%

Length

2023-10-26T17:09:19.377368image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
9.45061 595
 
7.1%
10.31153 582
 
6.9%
8.70559 574
 
6.9%
9.19981 567
 
6.8%
9.71101 544
 
6.5%
9.99445 533
 
6.4%
8.95449 506
 
6.0%
10.67499 460
 
5.5%
8.44435 434
 
5.2%
11.10343 431
 
5.1%
Other values (163) 3150
37.6%

Most occurring characters

ValueCountFrequency (%)
1 10548
17.3%
9 8616
14.1%
. 8376
13.7%
5 6035
9.9%
4 5863
9.6%
3 4723
7.7%
8 4412
7.2%
0 3711
 
6.1%
6 3280
 
5.4%
7 3275
 
5.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 52636
86.3%
Other Punctuation 8376
 
13.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 10548
20.0%
9 8616
16.4%
5 6035
11.5%
4 5863
11.1%
3 4723
9.0%
8 4412
8.4%
0 3711
 
7.1%
6 3280
 
6.2%
7 3275
 
6.2%
2 2173
 
4.1%
Other Punctuation
ValueCountFrequency (%)
. 8376
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 61012
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 10548
17.3%
9 8616
14.1%
. 8376
13.7%
5 6035
9.9%
4 5863
9.6%
3 4723
7.7%
8 4412
7.2%
0 3711
 
6.1%
6 3280
 
5.4%
7 3275
 
5.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 61012
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10548
17.3%
9 8616
14.1%
. 8376
13.7%
5 6035
9.9%
4 5863
9.6%
3 4723
7.7%
8 4412
7.2%
0 3711
 
6.1%
6 3280
 
5.4%
7 3275
 
5.4%

BSDGDML
Categorical

Distinct3
Distinct (%)< 0.1%
Missing82
Missing (%)1.0%
Memory size8.5 KiB
Some Lessons
6094 
Most Lessons
1268 
Few or No Lessons
1014 

Length

Max length17
Median length12
Mean length12.605301
Min length12

Characters and Unicode

Total characters105582
Distinct characters14
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSome Lessons
2nd rowSome Lessons
3rd rowSome Lessons
4th rowFew or No Lessons
5th rowSome Lessons

Common Values

ValueCountFrequency (%)
Some Lessons 6094
72.1%
Most Lessons 1268
 
15.0%
Few or No Lessons 1014
 
12.0%
(Missing) 82
 
1.0%

Length

2023-10-26T17:09:19.821321image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:20.158212image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
lessons 8376
44.6%
some 6094
32.4%
most 1268
 
6.8%
few 1014
 
5.4%
or 1014
 
5.4%
no 1014
 
5.4%

Most occurring characters

ValueCountFrequency (%)
s 26396
25.0%
o 17766
16.8%
e 15484
14.7%
10404
 
9.9%
L 8376
 
7.9%
n 8376
 
7.9%
S 6094
 
5.8%
m 6094
 
5.8%
M 1268
 
1.2%
t 1268
 
1.2%
Other values (4) 4056
 
3.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 77412
73.3%
Uppercase Letter 17766
 
16.8%
Space Separator 10404
 
9.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 26396
34.1%
o 17766
22.9%
e 15484
20.0%
n 8376
 
10.8%
m 6094
 
7.9%
t 1268
 
1.6%
w 1014
 
1.3%
r 1014
 
1.3%
Uppercase Letter
ValueCountFrequency (%)
L 8376
47.1%
S 6094
34.3%
M 1268
 
7.1%
F 1014
 
5.7%
N 1014
 
5.7%
Space Separator
ValueCountFrequency (%)
10404
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 95178
90.1%
Common 10404
 
9.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 26396
27.7%
o 17766
18.7%
e 15484
16.3%
L 8376
 
8.8%
n 8376
 
8.8%
S 6094
 
6.4%
m 6094
 
6.4%
M 1268
 
1.3%
t 1268
 
1.3%
F 1014
 
1.1%
Other values (3) 3042
 
3.2%
Common
ValueCountFrequency (%)
10404
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 105582
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
s 26396
25.0%
o 17766
16.8%
e 15484
14.7%
10404
 
9.9%
L 8376
 
7.9%
n 8376
 
7.9%
S 6094
 
5.8%
m 6094
 
5.8%
M 1268
 
1.2%
t 1268
 
1.2%
Other values (4) 4056
 
3.8%

BSBGSCM
Categorical

HIGH CARDINALITY  MISSING 

Distinct359
Distinct (%)4.3%
Missing97
Missing (%)1.1%
Memory size27.6 KiB
9.45004
602 
9.89515
 
558
9.22591
 
541
9.6723
 
524
10.12116
 
466
Other values (354)
5670 

Length

Max length8
Median length7
Mean length7.3548619
Min length5

Characters and Unicode

Total characters61494
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique172 ?
Unique (%)2.1%

Sample

1st row9.99453
2nd row12.13375
3rd row11.41779
4th row11.75008
5th row10.12116

Common Values

ValueCountFrequency (%)
9.45004 602
 
7.1%
9.89515 558
 
6.6%
9.22591 541
 
6.4%
9.6723 524
 
6.2%
10.12116 466
 
5.5%
8.99736 409
 
4.8%
10.35323 395
 
4.7%
10.59469 343
 
4.1%
10.84951 304
 
3.6%
11.12082 292
 
3.5%
Other values (349) 3927
46.4%

Length

2023-10-26T17:09:20.489239image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
9.45004 602
 
7.2%
9.89515 558
 
6.7%
9.22591 541
 
6.5%
9.6723 524
 
6.3%
10.12116 466
 
5.6%
8.99736 409
 
4.9%
10.35323 395
 
4.7%
10.59469 343
 
4.1%
10.84951 304
 
3.6%
11.12082 292
 
3.5%
Other values (349) 3927
47.0%

Most occurring characters

ValueCountFrequency (%)
1 10642
17.3%
. 8361
13.6%
9 7164
11.6%
5 6463
10.5%
0 4757
7.7%
8 4620
7.5%
2 4575
7.4%
7 4333
7.0%
6 4077
 
6.6%
3 3516
 
5.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 53133
86.4%
Other Punctuation 8361
 
13.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 10642
20.0%
9 7164
13.5%
5 6463
12.2%
0 4757
9.0%
8 4620
8.7%
2 4575
8.6%
7 4333
8.2%
6 4077
 
7.7%
3 3516
 
6.6%
4 2986
 
5.6%
Other Punctuation
ValueCountFrequency (%)
. 8361
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 61494
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 10642
17.3%
. 8361
13.6%
9 7164
11.6%
5 6463
10.5%
0 4757
7.7%
8 4620
7.5%
2 4575
7.4%
7 4333
7.0%
6 4077
 
6.6%
3 3516
 
5.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 61494
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10642
17.3%
. 8361
13.6%
9 7164
11.6%
5 6463
10.5%
0 4757
7.7%
8 4620
7.5%
2 4575
7.4%
7 4333
7.0%
6 4077
 
6.6%
3 3516
 
5.7%

BSDGSCM
Categorical

MISSING 

Distinct3
Distinct (%)< 0.1%
Missing97
Missing (%)1.1%
Memory size8.5 KiB
Somewhat Confident in Mathematics
3905 
Not Confident in Mathematics
3224 
Very Confident in Mathematics
1232 

Length

Max length33
Median length29
Mean length30.482598
Min length28

Characters and Unicode

Total characters254865
Distinct characters21
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSomewhat Confident in Mathematics
2nd rowVery Confident in Mathematics
3rd rowSomewhat Confident in Mathematics
4th rowSomewhat Confident in Mathematics
5th rowSomewhat Confident in Mathematics

Common Values

ValueCountFrequency (%)
Somewhat Confident in Mathematics 3905
46.2%
Not Confident in Mathematics 3224
38.1%
Very Confident in Mathematics 1232
 
14.6%
(Missing) 97
 
1.1%

Length

2023-10-26T17:09:20.893875image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:21.273041image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
confident 8361
25.0%
in 8361
25.0%
mathematics 8361
25.0%
somewhat 3905
11.7%
not 3224
 
9.6%
very 1232
 
3.7%

Most occurring characters

ValueCountFrequency (%)
t 32212
12.6%
n 25083
9.8%
25083
9.8%
i 25083
9.8%
e 21859
 
8.6%
a 20627
 
8.1%
o 15490
 
6.1%
m 12266
 
4.8%
h 12266
 
4.8%
c 8361
 
3.3%
Other values (11) 56535
22.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 204699
80.3%
Space Separator 25083
 
9.8%
Uppercase Letter 25083
 
9.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t 32212
15.7%
n 25083
12.3%
i 25083
12.3%
e 21859
10.7%
a 20627
10.1%
o 15490
7.6%
m 12266
 
6.0%
h 12266
 
6.0%
c 8361
 
4.1%
s 8361
 
4.1%
Other values (5) 23091
11.3%
Uppercase Letter
ValueCountFrequency (%)
C 8361
33.3%
M 8361
33.3%
S 3905
15.6%
N 3224
 
12.9%
V 1232
 
4.9%
Space Separator
ValueCountFrequency (%)
25083
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 229782
90.2%
Common 25083
 
9.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
t 32212
14.0%
n 25083
10.9%
i 25083
10.9%
e 21859
9.5%
a 20627
9.0%
o 15490
 
6.7%
m 12266
 
5.3%
h 12266
 
5.3%
c 8361
 
3.6%
s 8361
 
3.6%
Other values (10) 48174
21.0%
Common
ValueCountFrequency (%)
25083
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 254865
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t 32212
12.6%
n 25083
9.8%
25083
9.8%
i 25083
9.8%
e 21859
 
8.6%
a 20627
 
8.1%
o 15490
 
6.1%
m 12266
 
4.8%
h 12266
 
4.8%
c 8361
 
3.3%
Other values (11) 56535
22.2%

BSBGSVM
Categorical

HIGH CARDINALITY  MISSING 

Distinct222
Distinct (%)2.7%
Missing139
Missing (%)1.6%
Memory size26.5 KiB
13.48293
1892 
12.04145
961 
10.77308
728 
11.3019
709 
10.34734
501 
Other values (217)
3528 

Length

Max length8
Median length8
Mean length7.5029451
Min length6

Characters and Unicode

Total characters62417
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique111 ?
Unique (%)1.3%

Sample

1st row13.48293
2nd row13.48293
3rd row13.48293
4th row13.48293
5th row13.48293

Common Values

ValueCountFrequency (%)
13.48293 1892
22.4%
12.04145 961
11.4%
10.77308 728
 
8.6%
11.3019 709
 
8.4%
10.34734 501
 
5.9%
9.98068 429
 
5.1%
9.65438 376
 
4.4%
8.82228 308
 
3.6%
9.35676 306
 
3.6%
9.08085 278
 
3.3%
Other values (212) 1831
21.6%

Length

2023-10-26T17:09:21.689651image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
13.48293 1892
22.7%
12.04145 961
11.6%
10.77308 728
 
8.8%
11.3019 709
 
8.5%
10.34734 501
 
6.0%
9.98068 429
 
5.2%
9.65438 376
 
4.5%
8.82228 308
 
3.7%
9.35676 306
 
3.7%
9.08085 278
 
3.3%
Other values (212) 1831
22.0%

Most occurring characters

ValueCountFrequency (%)
1 8746
14.0%
. 8319
13.3%
3 7925
12.7%
8 6652
10.7%
4 6384
10.2%
0 5350
8.6%
9 5276
8.5%
2 4747
7.6%
7 3525
5.6%
5 3127
 
5.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 54098
86.7%
Other Punctuation 8319
 
13.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 8746
16.2%
3 7925
14.6%
8 6652
12.3%
4 6384
11.8%
0 5350
9.9%
9 5276
9.8%
2 4747
8.8%
7 3525
6.5%
5 3127
 
5.8%
6 2366
 
4.4%
Other Punctuation
ValueCountFrequency (%)
. 8319
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 62417
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 8746
14.0%
. 8319
13.3%
3 7925
12.7%
8 6652
10.7%
4 6384
10.2%
0 5350
8.6%
9 5276
8.5%
2 4747
7.6%
7 3525
5.6%
5 3127
 
5.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 62417
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 8746
14.0%
. 8319
13.3%
3 7925
12.7%
8 6652
10.7%
4 6384
10.2%
0 5350
8.6%
9 5276
8.5%
2 4747
7.6%
7 3525
5.6%
5 3127
 
5.0%

BSDGSVM
Categorical

HIGH CORRELATION  MISSING 

Distinct3
Distinct (%)< 0.1%
Missing139
Missing (%)1.6%
Memory size8.5 KiB
Strongly Value Mathematics
4927 
Somewhat Value Mathematics
2689 
Do Not Value Mathematics
703 

Length

Max length26
Median length26
Mean length25.830989
Min length24

Characters and Unicode

Total characters214888
Distinct characters22
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowStrongly Value Mathematics
2nd rowStrongly Value Mathematics
3rd rowStrongly Value Mathematics
4th rowStrongly Value Mathematics
5th rowStrongly Value Mathematics

Common Values

ValueCountFrequency (%)
Strongly Value Mathematics 4927
58.3%
Somewhat Value Mathematics 2689
31.8%
Do Not Value Mathematics 703
 
8.3%
(Missing) 139
 
1.6%

Length

2023-10-26T17:09:22.183948image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-10-26T17:09:22.559419image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
ValueCountFrequency (%)
value 8319
32.4%
mathematics 8319
32.4%
strongly 4927
19.2%
somewhat 2689
 
10.5%
do 703
 
2.7%
not 703
 
2.7%

Most occurring characters

ValueCountFrequency (%)
a 27646
12.9%
t 24957
 
11.6%
e 19327
 
9.0%
17341
 
8.1%
l 13246
 
6.2%
h 11008
 
5.1%
m 11008
 
5.1%
o 9022
 
4.2%
u 8319
 
3.9%
s 8319
 
3.9%
Other values (12) 64695
30.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 171887
80.0%
Uppercase Letter 25660
 
11.9%
Space Separator 17341
 
8.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 27646
16.1%
t 24957
14.5%
e 19327
11.2%
l 13246
7.7%
h 11008
 
6.4%
m 11008
 
6.4%
o 9022
 
5.2%
u 8319
 
4.8%
s 8319
 
4.8%
c 8319
 
4.8%
Other values (6) 30716
17.9%
Uppercase Letter
ValueCountFrequency (%)
V 8319
32.4%
M 8319
32.4%
S 7616
29.7%
D 703
 
2.7%
N 703
 
2.7%
Space Separator
ValueCountFrequency (%)
17341
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 197547
91.9%
Common 17341
 
8.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
a 27646
14.0%
t 24957
12.6%
e 19327
 
9.8%
l 13246
 
6.7%
h 11008
 
5.6%
m 11008
 
5.6%
o 9022
 
4.6%
u 8319
 
4.2%
s 8319
 
4.2%
c 8319
 
4.2%
Other values (11) 56376
28.5%
Common
ValueCountFrequency (%)
17341
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 214888
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 27646
12.9%
t 24957
 
11.6%
e 19327
 
9.0%
17341
 
8.1%
l 13246
 
6.2%
h 11008
 
5.1%
m 11008
 
5.1%
o 9022
 
4.2%
u 8319
 
3.9%
s 8319
 
3.9%
Other values (12) 64695
30.1%

mean_PV
Real number (ℝ)

UNIQUE 

Distinct8458
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean385.32856
Minimum194.20948
Maximum649.18277
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size66.2 KiB
2023-10-26T17:09:22.940948image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Quantile statistics

Minimum194.20948
5-th percentile292.7168
Q1341.44479
median379.91698
Q3423.39083
95-th percentile496.33308
Maximum649.18277
Range454.97329
Interquartile range (IQR)81.94604

Descriptive statistics

Standard deviation62.364477
Coefficient of variation (CV)0.16184753
Kurtosis0.3122859
Mean385.32856
Median Absolute Deviation (MAD)40.708811
Skewness0.47286644
Sum3259109
Variance3889.328
MonotonicityNot monotonic
2023-10-26T17:09:23.345663image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
410.811348 1
 
< 0.1%
356.831672 1
 
< 0.1%
348.492938 1
 
< 0.1%
430.841562 1
 
< 0.1%
285.881054 1
 
< 0.1%
334.749592 1
 
< 0.1%
261.754072 1
 
< 0.1%
281.440496 1
 
< 0.1%
310.344054 1
 
< 0.1%
317.961314 1
 
< 0.1%
Other values (8448) 8448
99.9%
ValueCountFrequency (%)
194.209476 1
< 0.1%
208.272494 1
< 0.1%
212.617408 1
< 0.1%
215.104184 1
< 0.1%
220.169412 1
< 0.1%
221.273098 1
< 0.1%
222.531146 1
< 0.1%
227.833464 1
< 0.1%
229.163278 1
< 0.1%
229.483684 1
< 0.1%
ValueCountFrequency (%)
649.182768 1
< 0.1%
633.955688 1
< 0.1%
633.577474 1
< 0.1%
628.041948 1
< 0.1%
627.092576 1
< 0.1%
620.20356 1
< 0.1%
614.992942 1
< 0.1%
614.649422 1
< 0.1%
611.9565 1
< 0.1%
607.690198 1
< 0.1%

Interactions

2023-10-26T17:07:40.500875image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/

Correlations

2023-10-26T17:09:23.780636image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
mean_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
mean_PV1.0000.0530.0160.1480.1710.1640.0580.1320.0280.1230.1020.0600.0920.1050.1090.1230.0940.0230.0770.0670.1060.0820.0370.0420.0460.0140.0220.0170.0760.0700.0830.0670.0440.0690.0680.0860.0630.0760.0460.0580.0620.0560.2090.1420.1410.1150.0880.1430.0930.1430.1080.1820.0710.0560.0420.0430.0270.0710.0480.0380.0380.0460.0390.0430.0750.1450.1700.1550.1480.0900.1630.1520.1300.1170.0830.0960.0820.0700.0790.1210.1090.1120.1160.0430.0610.1970.1480.0430.0610.1970.1480.1200.1930.0150.0120.0960.1970.0850.0500.2650.152
BSBG010.0531.0000.0870.0480.0070.0370.1220.0270.1490.1340.1010.0230.0380.0530.0400.1810.1750.0480.0110.0280.0910.0680.0240.1710.1310.1220.0730.1370.1320.0740.0160.0460.1190.0620.1130.1120.0770.1250.1010.1720.0530.0700.0730.0460.0300.0160.0210.0370.0030.0880.0000.0400.0300.0200.0340.0270.0430.0580.0530.0760.0590.0480.0430.0600.0700.0520.0380.0110.0500.0260.1460.0520.0370.0130.0320.0630.0880.0630.0520.0250.0270.0560.0690.0280.0740.1240.1350.0280.0740.1240.1350.0900.0100.1770.1610.1250.0140.0430.0090.0440.045
BSBG030.0160.0871.0000.0770.0560.0880.0680.0460.0270.0380.0470.0570.0440.0540.0590.0480.0310.1090.0450.0540.0790.1220.1010.0640.0320.0600.0510.0530.0210.0000.0000.0000.0000.0230.0120.0170.0130.0080.0000.0000.0090.0000.0680.0560.0330.0390.0560.0580.0690.0810.0600.0570.0620.0430.0440.0300.0340.0480.0410.0250.0340.0270.0180.0330.0290.0610.0280.0220.0570.0280.0700.0630.0230.0210.0400.0560.0500.0440.0600.0540.0540.0450.0430.0410.0420.0450.0320.0410.0420.0450.0320.0690.0540.0690.0700.0000.0770.0630.0000.0540.075
BSBG040.1480.0480.0771.0000.2380.2620.1350.2100.0880.2040.0120.1440.1850.1820.1840.1000.0450.1520.0490.0750.0500.1480.1230.0340.0400.0340.0350.0400.0140.0250.0200.0200.0160.0140.0040.0100.0000.0000.0000.0110.0000.0230.0890.0590.0360.0440.0460.0610.0430.0610.0480.0760.0610.0350.0350.0260.0340.0400.0180.0000.0000.0000.0220.0030.0100.0710.0570.0520.0620.0300.0750.0790.0510.0440.0550.0540.0490.0360.0460.0650.0600.0820.0580.0190.0280.0660.0550.0190.0280.0660.0550.5450.5770.0530.0580.0120.0750.0490.0140.0960.086
BSBG05A0.1710.0070.0560.2381.0000.2070.1490.3910.2440.4460.0160.1370.2490.2640.2560.1370.0390.2010.1220.1210.0620.1820.1650.0420.0170.0170.0000.0400.0410.0340.0250.0710.0510.0130.0350.0410.0000.0250.0240.0110.0320.0140.0700.0260.0130.0180.0000.0070.0220.0440.0000.0350.0250.0000.0330.0380.0520.0380.0360.0280.0270.0180.0080.0310.0290.0450.0430.0470.0320.0310.0660.0660.0410.0400.0280.0240.0270.0290.0280.0570.0510.0930.0460.0240.0210.0670.0420.0240.0210.0670.0420.3960.3190.0180.0310.0330.0210.0450.0400.0550.057
BSBG05B0.1640.0370.0880.2620.2071.0000.2680.1830.1150.2040.0150.1420.1560.2270.2220.1860.0860.1640.0730.1220.0690.1480.1460.0480.0430.0710.0590.0260.0590.0200.0470.0530.0460.0190.0360.0090.0170.0280.0280.0390.0020.0000.1360.0980.0660.0480.0990.0920.1010.1150.0850.0990.0940.0900.0740.0710.0760.0950.0800.0250.0230.0420.0200.0300.0000.1080.0740.0600.1050.0240.1190.1260.0530.0560.0870.0910.0990.0630.0810.1060.0890.1150.1020.0250.0490.0570.0460.0250.0490.0570.0460.3490.2930.0730.0700.0520.1070.1050.0490.1110.114
BSBG05C0.0580.1220.0680.1350.1490.2681.0000.1710.2020.1610.0980.1670.1720.1410.1770.0400.0550.0970.1020.0880.0870.0720.0800.0370.0000.0350.0210.0320.0210.0200.0000.0320.0140.0370.0000.0620.0370.0140.0030.0100.0170.0110.0210.0480.0000.0000.0360.0440.0620.0600.0480.0470.0480.0470.0140.0310.0190.0220.0370.0260.0210.0380.0000.0290.0300.0480.0290.0260.0460.0230.0760.0680.0340.0320.0260.0200.0330.0000.0540.0280.0360.0080.0220.0420.0000.0850.0820.0420.0000.0850.0820.4590.3410.0000.0170.0000.0370.0300.0280.0260.024
BSBG05D0.1320.0270.0460.2100.3910.1830.1711.0000.2530.3280.0160.1510.2560.2540.2530.1040.0330.1920.1200.1200.0710.1570.1520.0590.0070.0210.0050.0540.0460.0470.0000.0450.0500.0330.0230.0650.0210.0000.0210.0000.0200.0080.0650.0260.0340.0210.0000.0000.0380.0380.0270.0440.0480.0310.0000.0000.0120.0250.0390.0000.0310.0310.0210.0330.0000.0380.0480.0420.0450.0300.0620.0580.0360.0340.0000.0000.0000.0000.0320.0490.0330.0510.0350.0140.0500.0480.0000.0140.0500.0480.0000.5540.4400.0350.0310.0000.0200.0210.0380.0440.026
BSBG05E0.0280.1490.0270.0880.2440.1150.2020.2531.0000.2170.0650.1260.1620.0920.1080.0100.1070.1250.1100.1340.0840.1050.1070.0860.0300.0570.0290.0620.0150.0680.0120.0430.0260.0000.0210.1430.0390.0340.0000.0090.0000.0280.0340.0460.0360.0760.0550.0450.0430.0350.0520.0390.0000.0270.0400.0110.0330.0250.0400.0230.0000.0000.0000.0310.0200.0000.0370.0340.0000.0390.0380.0180.0640.0500.0220.0390.0260.0370.0430.0240.0200.0050.0370.0430.0000.0640.0610.0430.0000.0640.0610.2240.1580.0710.0730.0260.0540.0320.0260.0440.035
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BSBG14F0.0690.0620.0230.0140.0130.0190.0370.0330.0000.0000.0140.0350.0360.0090.0330.0250.0300.0000.0060.0270.0110.0240.0000.0450.0900.0510.0660.0560.1490.2100.1600.1470.1941.0000.1480.1300.1390.1100.1510.1700.1410.3040.0320.0470.0520.0500.0470.0580.0600.0510.0680.0560.0390.0460.0620.0570.0440.0430.0390.0980.1170.0960.0890.1010.0670.0350.0430.0380.0510.0550.0440.0250.0500.0680.0420.0340.0330.0220.0440.0400.0290.0160.0280.0380.0410.0320.0210.0380.0410.0320.0210.0390.0270.0890.0840.3590.0560.0560.1280.0570.034
BSBG14G0.0680.1130.0120.0040.0350.0360.0000.0230.0210.0000.0540.0240.0000.0330.0250.0650.0560.0150.0430.0000.0770.0150.0000.0260.0490.0660.0650.0550.1570.1740.1710.2040.2010.1481.0000.2120.2370.2390.2750.2560.2400.2110.0400.0200.0650.0440.0370.0350.0330.0380.0330.0280.0280.0230.0490.0480.0470.0560.0430.0760.0710.0760.0690.0760.0430.0180.0650.0470.0380.0580.0260.0150.0460.0580.0310.0470.0280.0290.0250.0240.0330.0390.0280.0100.0190.0750.0520.0100.0190.0750.0520.0360.0110.0990.0790.4170.0520.0550.0910.0650.056
BSBG14H0.0860.1120.0170.0100.0410.0090.0620.0650.1430.0380.0720.0620.0470.0350.0300.0630.0690.0210.0990.0570.1140.0000.0350.0490.0650.0730.0700.0670.1840.1940.1820.1620.1690.1300.2121.0000.2790.2390.1980.2060.2050.1930.0390.0350.0670.0690.0460.0440.0280.0440.0500.0500.0400.0360.0540.0550.0490.0560.0470.0720.0650.0700.0550.0650.0550.0190.0510.0480.0400.0670.0330.0320.0490.0600.0330.0540.0430.0500.0360.0400.0470.0490.0570.0290.0350.0710.0580.0290.0350.0710.0580.0420.0190.1170.0980.3860.0660.0610.0830.0660.072
BSBG14I0.0630.0770.0130.0000.0000.0170.0370.0210.0390.0000.0410.0220.0000.0170.0160.0590.0600.0000.0480.0100.0740.0000.0000.0450.0570.0630.0740.0620.1690.2110.2020.2060.2250.1390.2370.2791.0000.3160.2660.2450.2420.2160.0460.0270.0720.0570.0560.0470.0380.0480.0520.0480.0310.0310.0590.0550.0510.0530.0570.0730.0660.0700.0660.0720.0440.0260.0610.0490.0470.0740.0330.0280.0460.0700.0390.0560.0420.0440.0340.0430.0450.0440.0510.0160.0350.0540.0430.0160.0350.0540.0430.0200.0000.1220.0940.4520.0640.0750.0850.0670.068
BSBG14J0.0760.1250.0080.0000.0250.0280.0140.0000.0340.0000.0550.0390.0230.0470.0250.0740.0530.0000.0340.0180.0680.0240.0050.0320.0470.0500.0600.0560.1440.1440.1450.1700.1830.1100.2390.2390.3161.0000.2770.2580.2420.1900.0460.0000.0760.0570.0410.0300.0290.0310.0310.0250.0320.0200.0420.0470.0370.0440.0470.0690.0520.0560.0560.0600.0490.0260.0530.0330.0220.0640.0240.0140.0430.0490.0220.0580.0470.0480.0160.0370.0390.0520.0520.0240.0460.0650.0480.0240.0460.0650.0480.0240.0170.1120.0740.4070.0440.0490.0700.0480.071
BSBG14K0.0460.1010.0000.0000.0240.0280.0030.0210.0000.0200.0120.0280.0190.0170.0210.0530.0380.0220.0250.0140.0430.0070.0130.0350.0670.0680.0660.0610.1580.1700.1510.1940.2160.1510.2750.1980.2660.2771.0000.3240.2420.2340.0270.0220.0640.0430.0490.0360.0280.0280.0360.0340.0420.0230.0500.0470.0500.0450.0460.0650.0640.0640.0550.0670.0370.0200.0410.0310.0380.0540.0250.0220.0330.0500.0220.0430.0400.0320.0370.0370.0380.0260.0430.0290.0280.0440.0290.0290.0280.0440.0290.0320.0000.1150.0840.4270.0490.0540.0780.0460.060
BSBG14L0.0580.1720.0000.0110.0110.0390.0100.0000.0090.0000.0320.0000.0140.0260.0270.0540.0480.0260.0220.0040.0510.0160.0000.0590.0820.0770.0540.0680.1890.1840.1600.2010.2320.1700.2560.2060.2450.2580.3241.0000.2410.2350.0230.0290.0710.0590.0580.0400.0500.0360.0550.0490.0300.0470.0600.0580.0530.0510.0590.0710.0730.0730.0780.0830.0540.0330.0560.0510.0320.0570.0280.0340.0420.0630.0280.0520.0410.0310.0370.0380.0410.0320.0430.0240.0210.0410.0360.0240.0210.0410.0360.0290.0110.1070.1010.4320.0650.0710.0920.0530.071
BSBG14M0.0620.0530.0090.0000.0320.0020.0170.0200.0000.0280.0370.0270.0000.0170.0190.0490.0520.0000.0410.0000.0540.0000.0000.0360.0580.0640.0530.0520.1650.1760.1720.2580.2090.1410.2400.2050.2420.2420.2420.2411.0000.2360.0150.0240.0590.0410.0410.0340.0330.0320.0460.0310.0350.0370.0560.0410.0410.0540.0470.0800.0620.0720.0670.0650.0500.0280.0530.0490.0330.0520.0330.0300.0410.0540.0240.0520.0330.0400.0280.0290.0330.0290.0430.0000.0260.0600.0400.0000.0260.0600.0400.0000.0000.0910.0710.4200.0490.0490.0940.0570.057
BSBG14N0.0560.0700.0000.0230.0140.0000.0110.0080.0280.0000.0000.0210.0070.0320.0140.0460.0520.0160.0280.0000.0530.0270.0000.0440.0850.0650.0700.0690.1680.2220.1810.2000.2190.3040.2110.1930.2160.1900.2340.2350.2361.0000.0330.0390.0580.0680.0550.0530.0570.0540.0660.0470.0460.0510.0600.0550.0550.0540.0540.0960.1090.0810.0780.0940.0660.0360.0580.0440.0510.0760.0360.0320.0540.0770.0370.0480.0520.0310.0460.0450.0410.0250.0420.0320.0300.0430.0420.0320.0300.0430.0420.0420.0060.0940.0850.4310.0630.0650.1210.0610.056
BSBM150.2090.0730.0680.0890.0700.1360.0210.0650.0340.0620.0390.0210.0430.0610.0780.1360.1050.0740.0220.0620.0000.1550.1250.1290.0980.1130.0940.0930.0180.0320.0260.0320.0370.0320.0400.0390.0460.0460.0270.0230.0150.0331.0000.2690.1630.1760.2300.2570.2170.2540.2400.2480.1580.1620.1520.1450.1340.1450.1280.0580.0480.0680.0490.0460.0420.2600.1560.1290.2470.1110.2290.2260.1430.1370.1810.1650.1580.1520.1670.1720.1680.1340.1760.0740.0950.1240.0670.0740.0950.1240.0670.0900.0750.1690.1510.0450.3090.2100.0680.2810.229
BSBM16A0.1420.0460.0560.0590.0260.0980.0480.0260.0460.0290.0220.0610.0360.0300.0470.1140.0900.0800.0430.0390.0500.1680.1620.1900.1300.1470.1530.1530.0270.0280.0400.0260.0330.0470.0200.0350.0270.0000.0220.0290.0240.0390.2691.0000.2900.3580.4260.5470.3770.3850.5070.4740.2300.2650.2660.2640.2350.2470.2190.0830.0720.0830.0630.0530.0650.3760.2040.1970.3920.1970.2710.3040.2230.2360.2850.2530.2240.2170.2950.2410.2310.1710.2660.0970.1340.1250.0450.0970.1340.1250.0450.0550.0410.2120.2160.0570.6430.3470.0730.3670.338
BSBM16B0.1410.0300.0330.0360.0130.0660.0000.0340.0360.0230.0570.0630.0270.0350.0460.1020.0770.0430.0290.0000.0670.0830.0810.1170.0740.0940.0990.0970.0620.0560.0730.0680.0670.0520.0650.0670.0720.0760.0640.0710.0590.0580.1630.2901.0000.3640.2580.3190.2240.2180.2830.2920.1270.1530.1620.1630.1470.1540.1420.0880.0610.0870.0740.0770.0480.1960.1980.1770.2360.2040.1490.1570.1950.2150.1910.1780.1540.1540.1780.1770.1620.1250.1830.0580.0910.0760.0280.0580.0910.0760.0280.0190.0220.1360.1300.1070.4200.2170.0860.3030.239
BSBM16C0.1150.0160.0390.0440.0180.0480.0000.0210.0760.0210.0300.0440.0340.0310.0380.0930.0830.0430.0250.0140.0270.0800.1090.1400.0930.1050.1130.1170.0420.0500.0570.0530.0480.0500.0440.0690.0570.0570.0430.0590.0410.0680.1760.3580.3641.0000.3050.3840.2650.2630.3540.3390.1470.1850.1810.1780.1700.1760.1520.0940.0970.0990.0800.0740.0540.2270.2210.1950.2790.2390.1850.1990.2300.2590.1960.1790.1520.1520.2070.1710.1560.1180.1760.0670.0970.0830.0300.0670.0970.0830.0300.0110.0170.1620.1610.0920.5070.2390.0940.3470.245
BSBM16D0.0880.0210.0560.0460.0000.0990.0360.0000.0550.0000.0060.0420.0270.0180.0270.1100.0930.1020.0590.0740.0690.1610.1710.1950.1480.1630.1580.1770.0410.0510.0420.0420.0430.0470.0370.0460.0560.0410.0490.0580.0410.0550.2300.4260.2580.3051.0000.4820.3860.3490.4340.4040.2210.2640.2780.2750.2700.2630.2380.0820.0690.0830.0650.0690.0720.3220.1560.1540.3430.1830.2350.2550.1800.2040.2930.2770.2430.2310.2790.2510.2400.1870.2750.1050.1320.1110.0540.1050.1320.1110.0540.0160.0290.2370.2430.0760.5590.3620.0630.3090.354
BSBM16E0.1430.0370.0580.0610.0070.0920.0440.0000.0450.0220.0130.0470.0210.0280.0360.1200.1000.0740.0460.0460.0520.1600.1610.1870.1390.1500.1510.1540.0310.0430.0420.0290.0320.0580.0350.0440.0470.0300.0360.0400.0340.0530.2570.5470.3190.3840.4821.0000.4290.4300.5510.5470.2260.2740.2780.2780.2490.2540.2290.0770.0800.0970.0710.0720.0680.3770.2180.2070.4120.2190.2850.3060.2420.2490.2870.2610.2370.2320.3130.2620.2430.1780.2810.1020.1390.1150.0480.1020.1390.1150.0480.0470.0420.2160.2310.0740.7130.3660.0810.3860.369
BSBM16F0.0930.0030.0690.0430.0220.1010.0620.0380.0430.0400.0000.0450.0430.0330.0220.0960.0770.1010.0760.0630.0710.1410.1840.1720.1380.1400.1360.1530.0400.0440.0330.0230.0440.0600.0330.0280.0380.0290.0280.0500.0330.0570.2170.3770.2240.2650.3860.4291.0000.4070.4320.4000.2120.2390.2360.2160.2110.2290.1870.0750.0770.0820.0660.0650.0730.2980.1640.1550.3340.1540.2590.2510.1810.1860.2560.2450.2170.2100.2870.2390.2260.1570.2380.0910.1200.0990.0500.0910.1200.0990.0500.0360.0390.2040.2100.0630.5410.3050.0830.2920.315
BSBM16G0.1430.0880.0810.0610.0440.1150.0600.0380.0350.0570.0000.0660.0350.0420.0520.1040.0810.0860.0480.0460.0680.1470.1750.1560.1240.1400.1290.1270.0390.0340.0460.0400.0430.0510.0380.0440.0480.0310.0280.0360.0320.0540.2540.3850.2180.2630.3490.4300.4071.0000.4340.4130.2170.2330.2210.2040.1930.2140.1810.0880.0860.0850.0590.0700.0590.3010.1810.1670.3460.1780.3910.2880.1880.1890.2290.2110.1970.1970.2770.2180.2130.1590.2260.0900.1120.0940.0390.0900.1120.0940.0390.0540.0560.1850.1960.0710.5470.2940.0890.3430.299
BSBM16H0.1080.0000.0600.0480.0000.0850.0480.0270.0520.0000.0000.0470.0160.0290.0410.1030.0940.0800.0560.0320.0690.1520.1560.1910.1490.1530.1600.1650.0510.0580.0590.0360.0490.0680.0330.0500.0520.0310.0360.0550.0460.0660.2400.5070.2830.3540.4340.5510.4320.4341.0000.5280.2400.2860.2940.2910.2700.2660.2440.0940.0920.0900.0770.0810.0670.3530.2050.1990.4020.2170.2950.3200.2390.2440.2650.2370.2230.2120.3140.2390.2220.1690.2550.1000.1290.1250.0490.1000.1290.1250.0490.0470.0330.2280.2390.0840.6790.3790.0910.3760.341
BSBM16I0.1820.0400.0570.0760.0350.0990.0470.0440.0390.0410.0000.0440.0360.0540.0540.1140.0860.0720.0210.0300.0470.1430.1580.1500.1180.1330.1310.1250.0350.0450.0500.0400.0410.0560.0280.0500.0480.0250.0340.0490.0310.0470.2480.4740.2920.3390.4040.5470.4000.4130.5281.0000.2270.2610.2530.2490.2210.2370.2110.0750.0760.0880.0670.0680.0540.3640.2310.2410.4150.2110.3030.3190.2630.2470.2570.2280.2210.2080.3130.2480.2370.1750.2570.0790.1320.1200.0410.0790.1320.1200.0410.0690.0580.1840.1910.0840.6730.3380.0860.4060.346
BSBM17A0.0710.0300.0620.0610.0250.0940.0480.0480.0000.0430.0340.0520.0590.0550.0620.0830.0610.0860.0700.0790.1060.1140.1330.1340.1240.1400.1450.1300.0460.0420.0360.0170.0270.0390.0280.0400.0310.0320.0420.0300.0350.0460.1580.2300.1270.1470.2210.2260.2120.2170.2400.2271.0000.2940.2480.2120.2340.2330.2060.0930.0760.0800.0630.0590.0690.2470.1230.1250.2320.1020.2000.2410.1000.1270.1910.1750.1600.1550.1860.1820.1740.1410.1680.0960.1040.0860.0430.0960.1040.0860.0430.0710.0640.1870.1820.0330.2690.4000.0580.1970.225
BSBM17B0.0560.0200.0430.0350.0000.0900.0470.0310.0270.0210.0150.0370.0290.0240.0310.0720.0580.0550.0400.0510.0920.1070.1220.1410.1410.1450.1770.1550.0330.0540.0330.0360.0350.0460.0230.0360.0310.0200.0230.0470.0370.0510.1620.2650.1530.1850.2640.2740.2390.2330.2860.2610.2941.0000.3950.3510.3250.2870.2940.0930.0830.1050.0910.0850.0740.2340.1330.1210.2730.1400.1920.2280.1330.1610.1970.1830.1610.1540.2060.1710.1560.1360.1790.1190.1130.0740.0470.1190.1130.0740.0470.0310.0390.2090.2190.0410.3200.5440.0940.2280.239
BSBM17C0.0420.0340.0440.0350.0330.0740.0140.0000.0400.0000.0000.0130.0200.0000.0000.0660.0660.0580.0530.0660.0640.1210.1090.1640.1520.1650.2080.1700.0510.0660.0550.0490.0560.0620.0490.0540.0590.0420.0500.0600.0560.0600.1520.2660.1620.1810.2780.2780.2360.2210.2940.2530.2480.3951.0000.4790.4430.3750.3960.0870.0940.1130.0920.0930.0840.2210.1240.1110.2650.1420.1690.2090.1270.1550.2200.1960.1840.1640.1900.1860.1670.1430.1910.1480.1440.0710.0430.1480.1440.0710.0430.0110.0000.2430.2530.0830.3290.6270.0950.2180.253
BSBM17D0.0430.0270.0300.0260.0380.0710.0310.0000.0110.0000.0000.0240.0210.0290.0270.0510.0640.0420.0370.0490.0460.0980.0870.1460.1430.1430.1840.1610.0470.0580.0520.0480.0460.0570.0480.0550.0550.0470.0470.0580.0410.0550.1450.2640.1630.1780.2750.2780.2160.2040.2910.2490.2120.3510.4791.0000.4770.4030.4300.0920.0990.1110.0860.0830.0870.2180.0960.1040.2520.1340.1480.1980.1130.1400.2040.1820.1680.1620.1730.1660.1590.1320.1870.1580.1380.0700.0440.1580.1380.0700.0440.0340.0000.2230.2260.0780.3230.6310.0930.2060.242
BSBM17E0.0270.0430.0340.0340.0520.0760.0190.0120.0330.0190.0180.0310.0240.0220.0290.0540.0610.0590.0140.0550.0690.1170.0940.1570.1480.1510.1850.1640.0520.0510.0450.0410.0530.0440.0470.0490.0510.0370.0500.0530.0410.0550.1340.2350.1470.1700.2700.2490.2110.1930.2700.2210.2340.3250.4430.4771.0000.4290.4620.0840.0920.1090.0780.0850.0990.1900.0970.0930.2290.1200.1390.1920.0990.1410.2210.1940.1800.1770.1860.1820.1680.1410.1950.1610.1430.0720.0570.1610.1430.0720.0570.0360.0300.2310.2400.0600.2940.6330.0790.1740.250
BSBM17F0.0710.0580.0480.0400.0380.0950.0220.0250.0250.0320.0350.0270.0450.0300.0250.0770.0680.0760.0360.0480.0470.1320.1080.1510.1370.1620.1750.1700.0500.0380.0450.0490.0480.0430.0560.0560.0530.0440.0450.0510.0540.0540.1450.2470.1540.1760.2630.2540.2290.2140.2660.2370.2330.2870.3750.4030.4291.0000.4030.0790.0820.1040.0840.0650.0880.2040.1120.1120.2350.1270.1610.1910.1000.1370.2330.2230.1880.1800.1890.2100.2010.1720.2080.1450.1330.0780.0450.1450.1330.0780.0450.0430.0280.2290.2320.0770.3110.5660.0780.1950.276
BSBM17G0.0480.0530.0410.0180.0360.0800.0370.0390.0400.0170.0000.0390.0220.0220.0220.0620.0690.0420.0170.0370.0530.0900.0850.1370.1270.1450.1770.1480.0470.0560.0430.0540.0500.0390.0430.0470.0570.0470.0460.0590.0470.0540.1280.2190.1420.1520.2380.2290.1870.1810.2440.2110.2060.2940.3960.4300.4620.4031.0000.0870.0850.1040.0840.0740.0860.1830.0930.0950.2210.1190.1330.1800.0940.1260.2050.1840.1670.1600.1610.1800.1690.1440.1810.1510.1370.0600.0260.1510.1370.0600.0260.0400.0230.2080.2220.0690.2780.5800.0750.1760.236
BSBM18A0.0380.0760.0250.0000.0280.0250.0260.0000.0230.0250.0190.0280.0210.0210.0230.0360.0430.0000.0290.0000.0280.0000.0120.0550.0670.0590.0720.0530.0900.0970.0850.0790.0810.0980.0760.0720.0730.0690.0650.0710.0800.0960.0580.0830.0880.0940.0820.0770.0750.0880.0940.0750.0930.0930.0870.0920.0840.0790.0871.0000.3200.2530.2440.2590.1630.0770.1070.0900.0840.1100.0710.0820.0890.1080.0760.0620.0570.0540.0730.0560.0600.0500.0550.0620.0590.0290.0350.0620.0590.0290.0350.0330.0000.0870.0700.1430.0970.0970.4650.1010.059
BSBM18B0.0380.0590.0340.0000.0270.0230.0210.0310.0000.0210.0080.0320.0300.0260.0210.0100.0130.0000.0170.0360.0090.0260.0280.0520.0800.0680.0680.0660.0820.0960.0760.0750.0770.1170.0710.0650.0660.0520.0640.0730.0620.1090.0480.0720.0610.0970.0690.0800.0770.0860.0920.0760.0760.0830.0940.0990.0920.0820.0850.3201.0000.3180.2880.2840.1670.0560.1040.0900.0680.1150.0760.0770.0870.1110.0660.0610.0640.0590.0780.0600.0620.0510.0610.0620.0510.0350.0230.0620.0510.0350.0230.0180.0200.0950.0820.1380.1030.1150.4990.1210.069
BSBM18C0.0460.0480.0270.0000.0180.0420.0380.0310.0000.0310.0000.0120.0400.0220.0340.0380.0330.0170.0330.0190.0150.0260.0440.0620.0820.0730.0880.0730.0750.0890.0830.0830.0760.0960.0760.0700.0700.0560.0640.0730.0720.0810.0680.0830.0870.0990.0830.0970.0820.0850.0900.0880.0800.1050.1130.1110.1090.1040.1040.2530.3181.0000.2930.2700.1780.0750.1170.0980.0950.1320.0760.0770.1030.1240.0720.0720.0670.0650.0790.0710.0670.0650.0680.0610.0540.0230.0240.0610.0540.0230.0240.0410.0350.1140.0950.1360.1200.1420.4960.1390.074
BSBM18D0.0390.0430.0180.0220.0080.0200.0000.0210.0000.0000.0000.0170.0160.0000.0240.0270.0280.0220.0180.0000.0210.0100.0070.0440.0540.0520.0570.0570.0710.0780.0750.0750.0820.0890.0690.0550.0660.0560.0550.0780.0670.0780.0490.0630.0740.0800.0650.0710.0660.0590.0770.0670.0630.0910.0920.0860.0780.0840.0840.2440.2880.2931.0000.3150.2160.0540.1000.0910.0770.1070.0570.0590.0760.0940.0520.0600.0520.0440.0550.0510.0580.0600.0390.0490.0370.0280.0200.0490.0370.0280.0200.0000.0210.0800.0700.1260.0860.1070.4960.1030.046
BSBM18E0.0430.0600.0330.0030.0310.0300.0290.0330.0310.0240.0000.0000.0430.0140.0100.0150.0370.0000.0300.0090.0240.0310.0210.0510.0630.0570.0680.0550.0790.0940.0830.0770.0890.1010.0760.0650.0720.0600.0670.0830.0650.0940.0460.0530.0770.0740.0690.0720.0650.0700.0810.0680.0590.0850.0930.0830.0850.0650.0740.2590.2840.2700.3151.0000.2000.0580.0930.0800.0710.1130.0610.0610.0870.1050.0580.0480.0560.0500.0620.0560.0470.0470.0520.0620.0510.0160.0210.0620.0510.0160.0210.0340.0220.0830.0760.1400.0860.0980.4960.1060.060
BSBM18F0.0750.0700.0290.0100.0290.0000.0300.0000.0200.0270.0320.0230.0000.0370.0410.0160.0240.0000.0420.0000.0530.0030.0390.0470.0390.0460.0430.0430.0590.0540.0680.0500.0570.0670.0430.0550.0440.0490.0370.0540.0500.0660.0420.0650.0480.0540.0720.0680.0730.0590.0670.0540.0690.0740.0840.0870.0990.0880.0860.1630.1670.1780.2160.2001.0000.0660.0860.0890.0680.0720.0640.0680.0720.0810.0710.0750.0720.0730.0780.0730.0720.0700.0640.0560.0460.0560.0490.0560.0460.0560.0490.0370.0350.0600.0530.0860.0650.0970.3830.0540.085
BSBM19A0.1450.0520.0610.0710.0450.1080.0480.0380.0000.0670.0200.0460.0500.0460.0510.1300.0840.0810.0410.0500.0820.1460.1540.1330.1000.1130.1190.1260.0310.0290.0370.0270.0240.0350.0180.0190.0260.0260.0200.0330.0280.0360.2600.3760.1960.2270.3220.3770.2980.3010.3530.3640.2470.2340.2210.2180.1900.2040.1830.0770.0560.0750.0540.0580.0661.0000.2080.1980.3920.1510.3110.3730.2010.1850.2780.2320.2070.1960.2680.2250.2080.1580.2300.1030.1440.1220.0470.1030.1440.1220.0470.0730.0610.1650.1690.0470.4250.2890.0790.3840.304
BSBM19B0.1700.0380.0280.0570.0430.0740.0290.0480.0370.0510.0490.0190.0210.0430.0580.0950.0620.0120.0280.0300.0450.0210.0320.0600.0590.0680.0640.0610.0540.0540.0640.0550.0560.0430.0650.0510.0610.0530.0410.0560.0530.0580.1560.2040.1980.2210.1560.2180.1640.1810.2050.2310.1230.1330.1240.0960.0970.1120.0930.1070.1040.1170.1000.0930.0860.2081.0000.3240.2280.2270.1950.1990.3310.2490.1250.1360.1120.1100.1520.1350.1220.1040.1270.0480.0780.0880.0530.0480.0780.0880.0530.0670.0670.0810.0720.0900.2680.1380.1270.4460.153
BSBM19C0.1550.0110.0220.0520.0470.0600.0260.0420.0340.0540.0450.0360.0320.0380.0440.0800.0540.0250.0250.0230.0430.0310.0350.0630.0450.0590.0560.0490.0460.0470.0520.0460.0450.0380.0470.0480.0490.0330.0310.0510.0490.0440.1290.1970.1770.1950.1540.2070.1550.1670.1990.2410.1250.1210.1110.1040.0930.1120.0950.0900.0900.0980.0910.0800.0890.1980.3241.0000.2170.2040.1790.1980.2950.2240.1080.1190.1210.1040.1480.1260.1200.1080.1170.0470.0660.0830.0530.0470.0660.0830.0530.0570.0470.0730.0700.0690.2540.1380.1140.4220.135
BSBM19D0.1480.0500.0570.0620.0320.1050.0460.0450.0000.0540.0140.0360.0660.0540.0590.1130.0710.0690.0440.0370.0510.1470.1540.1350.1080.1360.1320.1260.0310.0460.0500.0260.0410.0510.0380.0400.0470.0220.0380.0320.0330.0510.2470.3920.2360.2790.3430.4120.3340.3460.4020.4150.2320.2730.2650.2520.2290.2350.2210.0840.0680.0950.0770.0710.0680.3920.2280.2171.0000.1870.3500.3650.2500.2300.2640.2500.2250.2170.3050.2490.2390.1680.2390.0860.1370.1150.0450.0860.1370.1150.0450.0780.0590.1780.1800.0680.4880.3430.0860.4400.332
BSBM19E0.0900.0260.0280.0300.0310.0240.0230.0300.0390.0230.0260.0680.0460.0260.0360.0710.0580.0000.0320.0000.0100.0400.0520.0930.0860.0860.0920.0740.0510.0780.0720.0580.0590.0550.0580.0670.0740.0640.0540.0570.0520.0760.1110.1970.2040.2390.1830.2190.1540.1780.2170.2110.1020.1400.1420.1340.1200.1270.1190.1100.1150.1320.1070.1130.0720.1510.2270.2040.1871.0000.1340.1470.2850.4020.1390.1190.1120.1050.1360.1260.1150.1010.1210.0410.0770.0690.0190.0410.0770.0690.0190.0430.0280.1190.1210.0990.2750.1720.1350.4300.153
BSBM19F0.1630.1460.0700.0750.0660.1190.0760.0620.0380.0890.0360.0640.0730.0570.0750.0910.0520.0740.0580.0440.0630.1140.1470.0910.0720.0840.0900.0790.0340.0370.0340.0250.0350.0440.0260.0330.0330.0240.0250.0280.0330.0360.2290.2710.1490.1850.2350.2850.2590.3910.2950.3030.2000.1920.1690.1480.1390.1610.1330.0710.0760.0760.0570.0610.0640.3110.1950.1790.3500.1341.0000.3570.1790.1690.1810.1690.1610.1590.2660.1910.1790.1350.1600.0740.1140.0970.0420.0740.1140.0970.0420.0860.0840.1190.1200.0570.3610.2230.0810.3850.247
BSBM19G0.1520.0520.0630.0790.0660.1260.0680.0580.0180.0800.0100.0720.0710.0590.0680.1130.0690.0900.0680.0590.1010.1390.1720.1110.0950.1070.1150.0980.0290.0350.0280.0230.0380.0250.0150.0320.0280.0140.0220.0340.0300.0320.2260.3040.1570.1990.2550.3060.2510.2880.3200.3190.2410.2280.2090.1980.1920.1910.1800.0820.0770.0770.0590.0610.0680.3730.1990.1980.3650.1470.3571.0000.1900.1740.2030.1780.1780.1710.2640.2020.1850.1640.1820.0890.1230.1290.0730.0890.1230.1290.0730.0830.0780.1450.1480.0380.3720.2890.0790.4220.267
BSBM19H0.1300.0370.0230.0510.0410.0530.0340.0360.0640.0370.0250.0370.0020.0300.0410.0750.0480.0000.0420.0000.0260.0290.0460.0550.0450.0540.0470.0440.0360.0470.0430.0440.0380.0500.0460.0490.0460.0430.0330.0420.0410.0540.1430.2230.1950.2300.1800.2420.1810.1880.2390.2630.1000.1330.1270.1130.0990.1000.0940.0890.0870.1030.0760.0870.0720.2010.3310.2950.2500.2850.1790.1901.0000.3280.1190.1160.1020.1080.1730.1290.1200.0920.1260.0450.0940.0720.0380.0450.0940.0720.0380.0570.0450.0650.0680.0730.3120.1500.1030.4650.140
BSBM19I0.1170.0130.0210.0440.0400.0560.0320.0340.0500.0180.0360.0650.0510.0400.0520.0810.0600.0150.0250.0000.0300.0500.0530.0950.0910.0910.0890.0940.0530.0720.0710.0530.0650.0680.0580.0600.0700.0490.0500.0630.0540.0770.1370.2360.2150.2590.2040.2490.1860.1890.2440.2470.1270.1610.1550.1400.1410.1370.1260.1080.1110.1240.0940.1050.0810.1850.2490.2240.2300.4020.1690.1740.3281.0000.1520.1360.1260.1290.1650.1540.1440.1050.1440.0570.0840.0810.0220.0570.0840.0810.0220.0540.0440.1260.1270.0970.3150.1870.1330.4580.183
BSBM20A0.0830.0320.0400.0550.0280.0870.0260.0000.0220.0280.0000.0330.0370.0270.0390.1030.0780.0730.0230.0530.0620.1430.1170.1630.1230.1400.1230.1310.0420.0260.0370.0360.0270.0420.0310.0330.0390.0220.0220.0280.0240.0370.1810.2850.1910.1960.2930.2870.2560.2290.2650.2570.1910.1970.2200.2040.2210.2330.2050.0760.0660.0720.0520.0580.0710.2780.1250.1080.2640.1390.1810.2030.1190.1521.0000.4140.3310.3150.2690.3390.3320.2620.3460.0980.1080.0820.0200.0980.1080.0820.0200.0330.0370.1950.1880.0440.3230.2780.0650.2020.503
BSBM20B0.0960.0630.0560.0540.0240.0910.0200.0000.0390.0270.0350.0340.0310.0380.0400.1090.0920.0820.0000.0580.0390.1480.1330.1480.1150.1350.1170.1340.0490.0330.0550.0310.0390.0340.0470.0540.0560.0580.0430.0520.0520.0480.1650.2530.1780.1790.2770.2610.2450.2110.2370.2280.1750.1830.1960.1820.1940.2230.1840.0620.0610.0720.0600.0480.0750.2320.1360.1190.2500.1190.1690.1780.1160.1360.4141.0000.3450.3470.2640.3540.3470.2660.3530.1000.1010.0900.0380.1000.1010.0900.0380.0510.0440.1870.1820.0660.2910.2570.0590.1880.524
BSBM20C0.0820.0880.0500.0490.0270.0990.0330.0000.0260.0090.0160.0100.0390.0310.0350.1390.0930.0890.0090.0570.0000.1550.1220.1460.1150.1450.1140.1320.0330.0400.0510.0320.0370.0330.0280.0430.0420.0470.0400.0410.0330.0520.1580.2240.1540.1520.2430.2370.2170.1970.2230.2210.1600.1610.1840.1680.1800.1880.1670.0570.0640.0670.0520.0560.0720.2070.1120.1210.2250.1120.1610.1780.1020.1260.3310.3451.0000.4940.3110.3820.3820.2970.3820.0720.0710.0960.0520.0720.0710.0960.0520.0550.0320.1880.1870.0480.2770.2370.0540.1770.585
BSBM20D0.0700.0630.0440.0360.0290.0630.0000.0000.0370.0210.0290.0260.0460.0230.0230.1200.0880.0880.0000.0590.0190.1340.1260.1490.1130.1360.1200.1340.0310.0260.0390.0250.0140.0220.0290.0500.0440.0480.0320.0310.0400.0310.1520.2170.1540.1520.2310.2320.2100.1970.2120.2080.1550.1540.1640.1620.1770.1800.1600.0540.0590.0650.0440.0500.0730.1960.1100.1040.2170.1050.1590.1710.1080.1290.3150.3470.4941.0000.3260.3870.3840.2960.3870.0740.0740.0820.0450.0740.0740.0820.0450.0420.0260.1840.1870.0480.2610.2200.0480.1740.585
BSBM20E0.0790.0520.0600.0460.0280.0810.0540.0320.0430.0420.0170.0430.0390.0390.0450.1040.0600.0800.0420.0630.0790.1220.1530.1350.1090.1170.1060.1190.0360.0260.0390.0260.0280.0440.0250.0360.0340.0160.0370.0370.0280.0460.1670.2950.1780.2070.2790.3130.2870.2770.3140.3130.1860.2060.1900.1730.1860.1890.1610.0730.0780.0790.0550.0620.0780.2680.1520.1480.3050.1360.2660.2640.1730.1650.2690.2640.3110.3261.0000.3200.3200.2160.2960.0930.1070.1040.0630.0930.1070.1040.0630.0610.0480.1630.1700.0390.3760.2550.0760.2670.489
BSBM20F0.1210.0250.0540.0650.0570.1060.0280.0490.0240.0400.0170.0110.0420.0490.0510.1290.0830.0880.0220.0490.0260.1450.1520.1380.1080.1350.1130.1210.0380.0390.0430.0300.0250.0400.0240.0400.0430.0370.0370.0380.0290.0450.1720.2410.1770.1710.2510.2620.2390.2180.2390.2480.1820.1710.1860.1660.1820.2100.1800.0560.0600.0710.0510.0560.0730.2250.1350.1260.2490.1260.1910.2020.1290.1540.3390.3540.3820.3870.3201.0000.4200.3060.3790.0700.0770.0980.0400.0700.0770.0980.0400.0630.0640.1680.1790.0480.2960.2530.0690.2110.580
BSBM20G0.1090.0270.0540.0600.0510.0890.0360.0330.0200.0400.0420.0380.0470.0510.0430.1120.0800.0840.0110.0590.0230.1290.1290.1290.1070.1330.1130.1210.0300.0280.0470.0300.0310.0290.0330.0470.0450.0390.0380.0410.0330.0410.1680.2310.1620.1560.2400.2430.2260.2130.2220.2370.1740.1560.1670.1590.1680.2010.1690.0600.0620.0670.0580.0470.0720.2080.1220.1200.2390.1150.1790.1850.1200.1440.3320.3470.3820.3840.3200.4201.0000.2930.3870.0870.0940.0860.0330.0870.0940.0860.0330.0660.0520.1740.1650.0480.2840.2330.0630.1970.587
BSBM20H0.1120.0560.0450.0820.0930.1150.0080.0510.0050.0720.0340.0310.0760.0790.0700.1190.0770.0810.0000.0400.0000.1140.1180.1150.0890.1210.0960.0930.0320.0190.0390.0320.0220.0160.0390.0490.0440.0520.0260.0320.0290.0250.1340.1710.1250.1180.1870.1780.1570.1590.1690.1750.1410.1360.1430.1320.1410.1720.1440.0500.0510.0650.0600.0470.0700.1580.1040.1080.1680.1010.1350.1640.0920.1050.2620.2660.2970.2960.2160.3060.2931.0000.3660.0610.0580.0710.0330.0610.0580.0710.0330.0840.0740.1520.1410.0520.2080.1900.0510.1560.451
BSBM20I0.1160.0690.0430.0580.0460.1020.0220.0350.0370.0360.0410.0250.0480.0390.0370.1310.0980.0770.0190.0550.0000.1470.1290.1610.1120.1550.1210.1420.0310.0370.0420.0340.0350.0280.0280.0570.0510.0520.0430.0430.0430.0420.1760.2660.1830.1760.2750.2810.2380.2260.2550.2570.1680.1790.1910.1870.1950.2080.1810.0550.0610.0680.0390.0520.0640.2300.1270.1170.2390.1210.1600.1820.1260.1440.3460.3530.3820.3870.2960.3790.3870.3661.0000.0790.0890.0940.0330.0790.0890.0940.0330.0520.0510.2010.1960.0600.3170.2580.0500.2070.583
BSBM26AA0.0430.0280.0410.0190.0240.0250.0420.0140.0430.0000.0150.0000.0090.0340.0150.0190.0000.0390.0560.0820.0580.0450.0830.0540.0580.0500.0580.0470.0380.0270.0390.0210.0280.0380.0100.0290.0160.0240.0290.0240.0000.0320.0740.0970.0580.0670.1050.1020.0910.0900.1000.0790.0960.1190.1480.1580.1610.1450.1510.0620.0620.0610.0490.0620.0560.1030.0480.0470.0860.0410.0740.0890.0450.0570.0980.1000.0720.0740.0930.0700.0870.0610.0791.0000.5040.0980.0711.0000.5040.0980.0710.0540.0220.0630.0790.0220.1210.1930.0570.0760.103
BSBM26BA0.0610.0740.0420.0280.0210.0490.0000.0500.0000.0190.0290.0000.0170.0170.0080.0300.0170.0000.0230.0570.0480.0090.0730.0610.0480.0550.0640.0650.0150.0370.0320.0300.0300.0410.0190.0350.0350.0460.0280.0210.0260.0300.0950.1340.0910.0970.1320.1390.1200.1120.1290.1320.1040.1130.1440.1380.1430.1330.1370.0590.0510.0540.0370.0510.0460.1440.0780.0660.1370.0770.1140.1230.0940.0840.1080.1010.0710.0740.1070.0770.0940.0580.0890.5041.0000.0720.0620.5041.0000.0720.0620.0460.0160.0750.0750.0390.1630.1730.0430.1260.114
BSBM27AA0.1970.1240.0450.0660.0670.0570.0850.0480.0640.0430.0690.0740.0820.0760.0810.0980.0680.0970.1220.0860.1170.1090.1040.0670.0300.0430.0270.0610.0440.0380.0610.0390.0450.0320.0750.0710.0540.0650.0440.0410.0600.0430.1240.1250.0760.0830.1110.1150.0990.0940.1250.1200.0860.0740.0710.0700.0720.0780.0600.0290.0350.0230.0280.0160.0560.1220.0880.0830.1150.0690.0970.1290.0720.0810.0820.0900.0960.0820.1040.0980.0860.0710.0940.0980.0721.0000.7080.0980.0721.0000.7080.0900.0570.0900.0510.0770.1250.0930.0390.1210.100
BSBM27BA0.1480.1350.0320.0550.0420.0460.0820.0000.0610.0200.0680.0760.0580.0520.0620.0460.0510.0970.1200.0910.1180.0850.0900.0360.0210.0310.0000.0430.0400.0290.0460.0280.0330.0210.0520.0580.0430.0480.0290.0360.0400.0420.0670.0450.0280.0300.0540.0480.0500.0390.0490.0410.0430.0470.0430.0440.0570.0450.0260.0350.0230.0240.0200.0210.0490.0470.0530.0530.0450.0190.0420.0730.0380.0220.0200.0380.0520.0450.0630.0400.0330.0330.0330.0710.0620.7081.0000.0710.0620.7081.0000.0590.0390.0640.0380.0730.0640.0620.0330.0600.050
BSBM42AA0.0430.0280.0410.0190.0240.0250.0420.0140.0430.0000.0150.0000.0090.0340.0150.0190.0000.0390.0560.0820.0580.0450.0830.0540.0580.0500.0580.0470.0380.0270.0390.0210.0280.0380.0100.0290.0160.0240.0290.0240.0000.0320.0740.0970.0580.0670.1050.1020.0910.0900.1000.0790.0960.1190.1480.1580.1610.1450.1510.0620.0620.0610.0490.0620.0560.1030.0480.0470.0860.0410.0740.0890.0450.0570.0980.1000.0720.0740.0930.0700.0870.0610.0791.0000.5040.0980.0711.0000.5040.0980.0710.0540.0220.0630.0790.0220.1210.1930.0570.0760.103
BSBM42BA0.0610.0740.0420.0280.0210.0490.0000.0500.0000.0190.0290.0000.0170.0170.0080.0300.0170.0000.0230.0570.0480.0090.0730.0610.0480.0550.0640.0650.0150.0370.0320.0300.0300.0410.0190.0350.0350.0460.0280.0210.0260.0300.0950.1340.0910.0970.1320.1390.1200.1120.1290.1320.1040.1130.1440.1380.1430.1330.1370.0590.0510.0540.0370.0510.0460.1440.0780.0660.1370.0770.1140.1230.0940.0840.1080.1010.0710.0740.1070.0770.0940.0580.0890.5041.0000.0720.0620.5041.0000.0720.0620.0460.0160.0750.0750.0390.1630.1730.0430.1260.114
BSBM43AA0.1970.1240.0450.0660.0670.0570.0850.0480.0640.0430.0690.0740.0820.0760.0810.0980.0680.0970.1220.0860.1170.1090.1040.0670.0300.0430.0270.0610.0440.0380.0610.0390.0450.0320.0750.0710.0540.0650.0440.0410.0600.0430.1240.1250.0760.0830.1110.1150.0990.0940.1250.1200.0860.0740.0710.0700.0720.0780.0600.0290.0350.0230.0280.0160.0560.1220.0880.0830.1150.0690.0970.1290.0720.0810.0820.0900.0960.0820.1040.0980.0860.0710.0940.0980.0721.0000.7080.0980.0721.0000.7080.0900.0570.0900.0510.0770.1250.0930.0390.1210.100
BSBM43BA0.1480.1350.0320.0550.0420.0460.0820.0000.0610.0200.0680.0760.0580.0520.0620.0460.0510.0970.1200.0910.1180.0850.0900.0360.0210.0310.0000.0430.0400.0290.0460.0280.0330.0210.0520.0580.0430.0480.0290.0360.0400.0420.0670.0450.0280.0300.0540.0480.0500.0390.0490.0410.0430.0470.0430.0440.0570.0450.0260.0350.0230.0240.0200.0210.0490.0470.0530.0530.0450.0190.0420.0730.0380.0220.0200.0380.0520.0450.0630.0400.0330.0330.0330.0710.0620.7081.0000.0710.0620.7081.0000.0590.0390.0640.0380.0730.0640.0620.0330.0600.050
BSBGHER0.1200.0900.0690.5450.3960.3490.4590.5540.2240.3500.0700.2320.3060.4440.4070.1020.0460.2160.1320.1280.1010.1920.1790.0610.0380.0340.0360.0280.0420.0340.0000.0190.0420.0390.0360.0420.0200.0240.0320.0290.0000.0420.0900.0550.0190.0110.0160.0470.0360.0540.0470.0690.0710.0310.0110.0340.0360.0430.0400.0330.0180.0410.0000.0340.0370.0730.0670.0570.0780.0430.0860.0830.0570.0540.0330.0510.0550.0420.0610.0630.0660.0840.0520.0540.0460.0900.0590.0540.0460.0900.0591.0000.9980.0990.0430.0290.0620.0460.0670.0890.068
BSDGHER0.1930.0100.0540.5770.3190.2930.3410.4400.1580.2880.0140.1920.2530.4870.4600.1290.0340.1580.1020.0930.0700.1280.1260.0450.0150.0060.0240.0340.0150.0380.0210.0130.0360.0270.0110.0190.0000.0170.0000.0110.0000.0060.0750.0410.0220.0170.0290.0420.0390.0560.0330.0580.0640.0390.0000.0000.0300.0280.0230.0000.0200.0350.0210.0220.0350.0610.0670.0470.0590.0280.0840.0780.0450.0440.0370.0440.0320.0260.0480.0640.0520.0740.0510.0220.0160.0570.0390.0220.0160.0570.0390.9981.0000.0310.0320.0110.0390.0270.0400.0640.054
BSBGSSB0.0150.1770.0690.0530.0180.0730.0000.0350.0710.0540.0840.0720.0000.0150.0340.0900.1070.1200.0820.0740.0760.1640.1420.5390.5110.5490.4620.5770.0850.1020.0850.0650.1040.0890.0990.1170.1220.1120.1150.1070.0910.0940.1690.2120.1360.1620.2370.2160.2040.1850.2280.1840.1870.2090.2430.2230.2310.2290.2080.0870.0950.1140.0800.0830.0600.1650.0810.0730.1780.1190.1190.1450.0650.1260.1950.1870.1880.1840.1630.1680.1740.1520.2010.0630.0750.0900.0640.0630.0750.0900.0640.0990.0311.0000.9950.1560.2630.3130.1060.1500.247
BSDGSSB0.0120.1610.0700.0580.0310.0700.0170.0310.0730.0410.0260.0410.0330.0340.0480.1170.1270.1120.0380.0660.0470.1490.1170.5280.5280.5810.4500.5960.0800.0950.0740.0670.1030.0840.0790.0980.0940.0740.0840.1010.0710.0850.1510.2160.1300.1610.2430.2310.2100.1960.2390.1910.1820.2190.2530.2260.2400.2320.2220.0700.0820.0950.0700.0760.0530.1690.0720.0700.1800.1210.1200.1480.0680.1270.1880.1820.1870.1870.1700.1790.1650.1410.1960.0790.0750.0510.0380.0790.0750.0510.0380.0430.0320.9951.0000.1170.2300.2800.0770.1310.216
BSDGSB0.0960.1250.0000.0120.0330.0520.0000.0000.0260.0000.0570.0420.0000.0440.0350.0950.0940.0000.0480.0180.0810.0310.0080.0610.1120.1030.1070.0960.3870.4300.3980.4090.4420.3590.4170.3860.4520.4070.4270.4320.4200.4310.0450.0570.1070.0920.0760.0740.0630.0710.0840.0840.0330.0410.0830.0780.0600.0770.0690.1430.1380.1360.1260.1400.0860.0470.0900.0690.0680.0990.0570.0380.0730.0970.0440.0660.0480.0480.0390.0480.0480.0520.0600.0220.0390.0770.0730.0220.0390.0770.0730.0290.0110.1560.1171.0000.0920.0830.1470.1020.077
BSDGSLM0.1970.0140.0770.0750.0210.1070.0370.0200.0540.0290.0260.0170.0000.0480.0440.1480.1290.0840.0370.0370.0460.1640.1700.2150.1610.1810.1840.1860.0530.0650.0760.0630.0700.0560.0520.0660.0640.0440.0490.0650.0490.0630.3090.6430.4200.5070.5590.7130.5410.5470.6790.6730.2690.3200.3290.3230.2940.3110.2780.0970.1030.1200.0860.0860.0650.4250.2680.2540.4880.2750.3610.3720.3120.3150.3230.2910.2770.2610.3760.2960.2840.2080.3170.1210.1630.1250.0640.1210.1630.1250.0640.0620.0390.2630.2300.0921.0000.3770.0950.4300.366
BSDGICM0.0850.0430.0630.0490.0450.1050.0300.0210.0320.0400.0100.0210.0370.0390.0310.0970.0930.0760.0350.0660.0790.1380.1330.2070.1960.2150.2590.2210.0560.0700.0610.0540.0700.0560.0550.0610.0750.0490.0540.0710.0490.0650.2100.3470.2170.2390.3620.3660.3050.2940.3790.3380.4000.5440.6270.6310.6330.5660.5800.0970.1150.1420.1070.0980.0970.2890.1380.1380.3430.1720.2230.2890.1500.1870.2780.2570.2370.2200.2550.2530.2330.1900.2580.1930.1730.0930.0620.1930.1730.0930.0620.0460.0270.3130.2800.0830.3771.0000.0970.2480.303
BSDGDML0.0500.0090.0000.0140.0400.0490.0280.0380.0260.0000.0000.0000.0420.0340.0410.0570.0340.0000.0220.0160.0000.0300.0270.0540.0650.0670.0730.0670.1080.1090.0990.0930.0970.1280.0910.0830.0850.0700.0780.0920.0940.1210.0680.0730.0860.0940.0630.0810.0830.0890.0910.0860.0580.0940.0950.0930.0790.0780.0750.4650.4990.4960.4960.4960.3830.0790.1270.1140.0860.1350.0810.0790.1030.1330.0650.0590.0540.0480.0760.0690.0630.0510.0500.0570.0430.0390.0330.0570.0430.0390.0330.0670.0400.1060.0770.1470.0950.0971.0000.1280.064
BSDGSCM0.2650.0440.0540.0960.0550.1110.0260.0440.0440.0580.0300.0000.0310.0630.0730.1570.1040.0690.0000.0120.0320.1160.1290.1170.0830.1080.1200.0900.0640.0780.0800.0700.0730.0570.0650.0660.0670.0480.0460.0530.0570.0610.2810.3670.3030.3470.3090.3860.2920.3430.3760.4060.1970.2280.2180.2060.1740.1950.1760.1010.1210.1390.1030.1060.0540.3840.4460.4220.4400.4300.3850.4220.4650.4580.2020.1880.1770.1740.2670.2110.1970.1560.2070.0760.1260.1210.0600.0760.1260.1210.0600.0890.0640.1500.1310.1020.4300.2480.1281.0000.254
BSDGSVM0.1520.0450.0750.0860.0570.1140.0240.0260.0350.0530.0380.0090.0510.0540.0580.1710.1220.1020.0160.0660.0350.1740.1710.1950.1530.1860.1560.1640.0640.0480.0640.0390.0450.0340.0560.0720.0680.0710.0600.0710.0570.0560.2290.3380.2390.2450.3540.3690.3150.2990.3410.3460.2250.2390.2530.2420.2500.2760.2360.0590.0690.0740.0460.0600.0850.3040.1530.1350.3320.1530.2470.2670.1400.1830.5030.5240.5850.5850.4890.5800.5870.4510.5830.1030.1140.1000.0500.1030.1140.1000.0500.0680.0540.2470.2160.0770.3660.3030.0640.2541.000

Missing values

2023-10-26T17:07:45.057828image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
A simple visualization of nullity by column.
2023-10-26T17:07:46.528690image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2023-10-26T17:07:51.342582image/svg+xmlMatplotlib v3.7.3, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

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_PV
050010201.0BoyAlwaysNone or very few (0–10 books)YesYesYesYesYesYesYesYesYesI don’t knowI don’t knowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesYesNoAgree a littleDisagree a littleAgree a littleAgree a lotAgree a lotNeverAt least once a weekNeverNeverNeverAt least once a weekNeverNaNNeverNeverNeverNeverNeverOnce or twice a monthSome lessonsAgree a lotDisagree a lotAgree a lotAgree a littleNaNAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsAbout half the lessonsEvery or almost every lessonEvery or almost every lessonSome lessonsSome lessonsAgree a lotAgree a littleNaNDisagree a littleDisagree a lotDisagree a littleDisagree a littleAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNaNNaN3 or 4 times a week1–15 minutesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN400.12133371.45229426.12038417.25277439.109978.99877Some Resources9.40801Some Sense of School Belonging8.59335About Monthly11.01785Somewhat Like Learning Mathematics13.01885High Clarity of Instruction8.95449Some Lessons9.99453Somewhat Confident in Mathematics13.48293Strongly Value Mathematics410.811348
150010202.0BoyAlwaysNone or very few (0–10 books)YesYesYesYesYesYesYesYesYesI don’t knowI don’t knowFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoYesYesYesYesYesAgree a littleDisagree a littleAgree a littleAgree a lotAgree a littleA few times a yearAt least once a weekNeverNeverNeverAt least once a weekNaNNeverNeverNeverNeverNeverNeverAt least once a weekSome lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsSome lessonsSome lessonsEvery or almost every lessonSome lessonsAgree a lotDisagree a lotAgree a lotAgree a lotDisagree a lotAgree a littleAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day16–30 minutesYes, to keep up in classLess than 4 monthsEvery day16–30 minutesYes, to keep up in classLess than 4 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN408.83507448.06402423.38174427.77654457.849948.99877Some Resources8.89725Some Sense of School Belonging8.27793About Monthly13.84849Very Much Like Learning Mathematics13.01885High Clarity of Instruction9.45061Some Lessons12.13375Very Confident in Mathematics13.48293Strongly Value Mathematics433.181462
250010203.0BoySometimesNone or very few (0–10 books)YesYesYesYesYesYesNoNaNNaN<Bachelor’s or equivalent level—ISCED Level 6><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoNoNoYesNoNoAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthOnce or twice a monthNeverNeverOnce or twice a monthNeverNeverNeverNeverNeverOnce or twice a monthNeverOnce or twice a monthAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsAbout half the lessonsSome lessonsEvery or almost every lessonNeverAbout half the lessonsAgree a littleDisagree a littleAgree a littleAgree a lotDisagree a lotAgree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesNaNNaN3 or 4 times a week16–30 minutesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN457.90709404.99448424.77495422.99071379.4712410.23835Some Resources13.27199High Sense of School Belonging7.97425About Monthly12.15847Very Much Like Learning Mathematics11.65115High Clarity of Instruction9.19981Some Lessons11.41779Somewhat Confident in Mathematics13.48293Strongly Value Mathematics418.027694
350010204.0GirlSometimesNone or very few (0–10 books)YesYesYesNoNoNoYesYesYes<Lower secondary education—ISCED Level 2>Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolFinish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverNoNoNoNoYesYesDisagree a littleAgree a littleDisagree a lotAgree a littleDisagree a lotNeverNeverNeverNeverNeverOnce or twice a monthNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsNeverNeverNeverSome lessonsAgree a littleDisagree a littleDisagree a lotAgree a lotDisagree a lotDisagree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNoDid not attend3 or 4 times a week1–15 minutesNoDid not attendNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN480.37176513.94708453.57570431.42296457.184427.56439Few Resources7.08155Little Sense of School Belonging10.41803Never or Almost Never12.72711Very Much Like Learning Mathematics10.92487High Clarity of Instruction11.61733Few or No Lessons11.75008Somewhat Confident in Mathematics13.48293Strongly Value Mathematics467.300384
450010205.0GirlNeverNone or very few (0–10 books)NoNoNoNaNYesNoNoNoNo<Post-secondary, non-tertiary education—ISCED Level 4><Post-secondary, non-tertiary education—ISCED Level 4>Finish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesNoYesNoNoNoAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonDisagree a littleAgree a littleDisagree a lotAgree a lotAgree a littleAgree a littleDisagree a littleAgree a littleDisagree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonAbout half the lessonsAbout half the lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonAgree a littleDisagree a littleAgree a lotAgree a littleDisagree a lotDisagree a lotAgree a littleDisagree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesNaNNaN3 or 4 times a week16–30 minutesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN373.62767408.73898324.15346368.65855339.643669.38498Some Resources10.70956High Sense of School Belonging12.93734Never or Almost Never9.86638Somewhat Like Learning Mathematics11.65115High Clarity of Instruction8.15891Some Lessons10.12116Somewhat Confident in Mathematics13.48293Strongly Value Mathematics362.964464
550010207.0BoySometimesEnough to fill one shelf (11–25 books)YesYesYesYesYesNoNoNoYes<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverNoNoNoNoNoNoAgree a littleDisagree a littleAgree a littleAgree a littleAgree a littleAt least once a weekOnce or twice a monthOnce or twice a monthOnce or twice a monthNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNEvery or almost every lessonAgree a littleAgree a littleDisagree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsAbout half the lessonsNeverNeverSome lessonsEvery or almost every lessonDisagree a littleAgree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleDisagree a lotDisagree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week16–30 minutesNaNNaN3 or 4 times a week16–30 minutesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN448.62945499.81147476.40982421.51417484.549179.64761Some Resources8.46096Some Sense of School Belonging6.89503About Weekly9.31385Do Not Like Learning Mathematics10.38389High Clarity of Instruction9.99445Some Lessons8.99736Not Confident in Mathematics9.98068Somewhat Value Mathematics466.182816
650010208.0GirlAlwaysEnough to fill one shelf (11–25 books)YesNoYesYesNoNoNoNoNo<Lower secondary education—ISCED Level 2><Lower secondary education—ISCED Level 2>Finish <Upper secondary education—ISCED Level 3>Never or almost neverYesYesNoNoYesNoAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverSome lessonsAgree a littleDisagree a littleDisagree a littleAgree a littleAgree a littleDisagree a littleDisagree a littleAgree a littleDisagree a littleDisagree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a littleAgree a lotEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAbout half the lessonsEvery or almost every lessonAgree a littleAgree a littleAgree a littleAgree a littleAgree a lotDisagree a lotDisagree a lotDisagree a littleAgree a littleAgree a lotAgree a lotDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a littleDisagree a little3 or 4 times a week1–15 minutesYes, to keep up in classLess than 4 months3 or 4 times a week1–15 minutesYes, to keep up in classLess than 4 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN380.21779413.78580351.27316373.50171409.731979.03613Some Resources11.62252High Sense of School Belonging12.93734Never or Almost Never9.68014Somewhat Like Learning Mathematics8.82274Moderate Clarity of Instruction6.82234Most Lessons8.51577Not Confident in Mathematics7.70526Do Not Value Mathematics385.702086
750010209.0BoySometimesEnough to fill one bookcase (26–100 books)YesYesYesYesYesYesNoYesNo<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoNoNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverA few times a yearSome lessonsAgree a lotDisagree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonSome lessonsAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a littleAgree a littleDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesNaNNaN3 or 4 times a week1–15 minutesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN495.99153475.09160458.36504477.37950453.3042010.23835Some Resources13.27199High Sense of School Belonging10.41803Never or Almost Never12.15847Very Much Like Learning Mathematics10.92487High Clarity of Instruction8.95449Some Lessons9.67230Somewhat Confident in Mathematics12.04145Strongly Value Mathematics472.026374
850010211.0BoyAlmost alwaysEnough to fill one shelf (11–25 books)YesYesYesNoYesYesYesYesYes<Upper secondary education—ISCED Level 3><Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>NaNNoNoNoNoNoYesDisagree a lotDisagree a lotDisagree a lotDisagree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverSome lessonsDisagree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotDisagree a lotDisagree a lotDisagree a lotNaNNaNNaNAgree a lotNaNNaNNaNEvery or almost every lessonNaNNaNNaNNaNNaNAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNaNNaNNaNNaNYes, to excel in classMore than 8 monthsNaNNaNYes, to excel in classMore than 8 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN433.51378422.54734461.70583413.58465416.219909.03613Some Resources6.36071Little Sense of School Belonging12.93734Never or Almost Never8.57095Do Not Like Learning MathematicsNaNNaNNaNNaN10.12116Somewhat Confident in Mathematics13.37089Strongly Value Mathematics429.514300
950010212.0GirlAlwaysEnough to fill one bookcase (26–100 books)YesYesYesNoYesYesYesNoYes<Upper secondary education—ISCED Level 3>I don’t knowFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoYesYesYesYesAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAt least once a weekNeverOnce or twice a monthAt least once a weekNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day61–90 minutesYes, to excel in classMore than 8 monthsEvery day61–90 minutesYes, to excel in classMore than 8 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN418.62159418.62359456.71025464.98950437.083309.64761Some Resources11.62252High Sense of School Belonging8.66719About Monthly10.89898Somewhat Like Learning Mathematics13.01885High Clarity of Instruction5.56633Most Lessons9.45004Not Confident in Mathematics13.48293Strongly Value Mathematics439.205646
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_PV
844852510422.0BoyNeverNone or very few (0–10 books)NoNoNoNoNoYesNoNoYesNaNNaNFinish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverA few times a yearNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverAbout half the lessonsAgree a lotNaNDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsSome lessonsSome lessonsNeverSome lessonsAgree a littleNaNAgree a littleAgree a littleDisagree a littleDisagree a littleAgree a littleDisagree a littleAgree a lotNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN371.64190388.41456373.55020379.52611438.936294.96433Few Resources13.27199High Sense of School Belonging10.41803Never or Almost Never12.08791Very Much Like Learning Mathematics11.65115High Clarity of Instruction10.67499Some Lessons9.55893Somewhat Confident in MathematicsNaNNaN390.413812
844952510424.0GirlSometimesEnough to fill one shelf (11–25 books)YesNoNoNoYesYesNoNoNoNaN<Upper secondary education—ISCED Level 3>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotNaNAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsEvery or almost every lessonNeverEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a lotDisagree a littleDisagree a lotAgree a lotDisagree a lotAgree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 months3 or 4 times a week1–15 minutesYes, to excel in classMore than 8 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN421.47023460.31703434.09859436.10140397.404268.35810Few Resources13.27199High Sense of School Belonging12.93734Never or Almost Never13.78205Very Much Like Learning Mathematics13.01885High Clarity of Instruction8.44435Some Lessons14.06165Very Confident in Mathematics13.48293Strongly Value Mathematics429.878302
845052510425.0BoySometimesNone or very few (0–10 books)YesNoYesNoYesYesNoYesNoSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Once every two monthNoNoYesNoYesYesAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotOnce or twice a monthOnce or twice a monthNeverAt least once a weekNeverNeverNeverA few times a yearNeverNeverNeverNeverNeverA few times a yearAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery or almost every lessonNeverNeverNeverNeverSome lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotEvery day31–60 minutesYes, to excel in class4-8 monthsEvery day31–60 minutesYes, to excel in class4-8 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN400.13157346.09123461.34350399.69471445.119037.56439Few Resources11.62252High Sense of School Belonging8.50552About Monthly13.84849Very Much Like Learning Mathematics13.01885High Clarity of Instruction11.10343Some Lessons12.59517Very Confident in Mathematics9.65438Somewhat Value Mathematics410.476008
845152510426.0BoySometimesNone or very few (0–10 books)YesNoNoYesNoNoNoNoNoI don’t knowI don’t knowFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverNoNoNoNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthNeverA few times a yearOnce or twice a monthA few times a yearNeverNeverNeverNeverNeverNeverNeverA few times a yearAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsAbout half the lessonsAbout half the lessonsAbout half the lessonsAbout half the lessonsEvery or almost every lessonAgree a lotAgree a littleAgree a littleAgree a lotDisagree a lotAgree a littleAgree a littleDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotEvery day16–30 minutesNoDid not attendEvery day16–30 minutesNoDid not attendNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN505.36014510.07125512.30363482.80667490.533317.34568Few Resources13.27199High Sense of School Belonging8.35784About Monthly13.84849Very Much Like Learning Mathematics10.38389High Clarity of Instruction8.44435Some Lessons11.41779Somewhat Confident in Mathematics13.48293Strongly Value Mathematics500.215000
845252510427.0GirlAlwaysEnough to fill one bookcase (26–100 books)YesNoNoYesYesYesNoYesYes<Upper secondary education—ISCED Level 3>Some <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to schoolFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoYesNoYesNoDisagree a littleAgree a littleDisagree a littleAgree a littleAgree a lotNeverA few times a yearOnce or twice a monthNeverA few times a yearNeverNeverNeverNeverNeverNeverNeverOnce or twice a monthNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsEvery or almost every lessonAbout half the lessonsEvery or almost every lessonSome lessonsEvery or almost every lessonAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lot3 or 4 times a week1–15 minutesYes, to excel in classLess than 4 months3 or 4 times a week1–15 minutesYes, to excel in classLess than 4 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN390.39516414.82815425.49906369.52587433.110839.64761Some Resources8.46096Some Sense of School Belonging9.05015Never or Almost Never12.72711Very Much Like Learning Mathematics11.65115High Clarity of Instruction8.44435Some Lessons9.89515Somewhat Confident in Mathematics13.48293Strongly Value Mathematics406.671814
845352510428.0BoyAlwaysEnough to fill one shelf (11–25 books)YesYesNoYesNoYesNoNoYesSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesNoYesYesNoYesAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAt least once a weekAt least once a weekNeverNeverNeverAt least once a weekNeverNeverNeverNeverNeverNeverNeverAt least once a weekAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsEvery or almost every lessonSome lessonsSome lessonsNeverEvery or almost every lessonAgree a lotDisagree a littleDisagree a lotAgree a lotDisagree a lotDisagree a littleAgree a lotAgree a littleDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotDisagree a littleAgree a lotAgree a littleAgree a lotAgree a lot3 or 4 times a week16–30 minutesNoDid not attend3 or 4 times a week16–30 minutesNoDid not attendNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN406.10992418.64856405.46837402.49788373.673758.35810Few Resources11.62252High Sense of School Belonging8.09367About Monthly13.84849Very Much Like Learning Mathematics10.92487High Clarity of Instruction9.19981Some Lessons11.75008Somewhat Confident in Mathematics10.77308Strongly Value Mathematics401.279696
845452510429.0GirlAlwaysEnough to fill one shelf (11–25 books)YesYesNoYesNoNoNoNoNoSome <Primary education—ISCED Level 1 or Lower secondary education—ISCED Level 2> or did not go to school<Lower secondary education—ISCED Level 2>Finish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesNoNoNoYesYesNaNNaNNaNNaNAgree a lotA few times a yearNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverAbout half the lessonsAgree a littleDisagree a littleDisagree a lotAgree a lotAgree a littleDisagree a littleDisagree a lotAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAbout half the lessonsSome lessonsAbout half the lessonsNeverSome lessonsEvery or almost every lessonAgree a lotAgree a lotDisagree a littleAgree a littleNaNNaNNaNAgree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a littleAgree a lotAgree a lotAgree a lot3 or 4 times a weekNaNYes, to excel in classNaN3 or 4 times a weekNaNYes, to excel in classNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN409.97510456.11383432.00540451.09583443.180908.35810Few ResourcesNaNNaN11.18784Never or Almost Never10.05658Somewhat Like Learning Mathematics11.65115High Clarity of Instruction9.45061Some Lessons9.52522Somewhat Confident in Mathematics11.30190Strongly Value Mathematics438.474212
845552510430.0BoySometimesNone or very few (0–10 books)YesYesYesYesYesYesNoNoYesI don’t know<Lower secondary education—ISCED Level 2>Finish <Postgraduate degree: Master’s—ISCED Level 7 or Doctor —ISCED Level 8>Never or almost neverYesYesYesNoYesYesAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAt least once a weekOnce or twice a monthNeverNeverNeverNaNNeverNeverOnce or twice a monthNeverA few times a yearNeverNeverAt least once a weekAbout half the lessonsAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsSome lessonsEvery or almost every lessonEvery or almost every lessonEvery or almost every lessonAgree a littleDisagree a lotAgree a lotAgree a lotDisagree a littleAgree a littleAgree a littleDisagree a lotDisagree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a littleAgree a lotAgree a lotAgree a lotAgree a lot1 or 2 times a week31–60 minutesYes, to keep up in classLess than 4 months1 or 2 times a week31–60 minutesYes, to keep up in classLess than 4 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN411.59975387.87088388.98258415.27632405.051128.35810Few Resources11.62252High Sense of School Belonging8.09852About Monthly13.84849Very Much Like Learning Mathematics11.65115High Clarity of Instruction8.70559Some Lessons10.84951Somewhat Confident in Mathematics12.04145Strongly Value Mathematics401.756130
845652510431.0GirlAlmost alwaysEnough to fill one bookcase (26–100 books)NoNoNoYesNoNoNoNoNoNot applicableNot applicableFinish <Short-cycle tertiary education—ISCED Level 5>Never or almost neverYesNoNoNoNoNoAgree a lotNaNNaNNaNNaNNaNNaNAt least once a weekNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNeverNaNNaNAgree a lotNaNNaNNaNNaNNaNNaNNaNNaNAgree a lotNaNNaNNaNNaNNaNSome lessonsNaNNaNNaNNaNNaNAgree a lotNaNNaNNaNNaNNaNNaNNaNNaNNaNAgree a lotNaNNaNNaNNaNNaNNaNNaNNaNNaNMore than 8 monthsNaNNaNNaNMore than 8 monthsNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN297.26391305.49601369.74733290.04766298.2210310.26525Some ResourcesNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN312.155188
845752510432.0BoyAlwaysNone or very few (0–10 books)NoYesNoYesNoYesNoYesYes<Lower secondary education—ISCED Level 2>I don’t knowFinish <Bachelor’s or equivalent level—ISCED Level 6>Never or almost neverYesYesYesNoYesYesAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverNeverEvery or almost every lessonAgree a lotDisagree a lotDisagree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotSome lessonsSome lessonsNeverNeverNeverNeverAgree a lotNaNDisagree a lotAgree a lotDisagree a lotAgree a littleAgree a littleAgree a littleAgree a littleAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotAgree a lotNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN428.96922423.59920377.06895367.56887396.534957.56439Few Resources13.27199High Sense of School Belonging12.93734Never or Almost Never13.84849Very Much Like Learning Mathematics13.01885High Clarity of Instruction12.25252Few or No Lessons11.18182Somewhat Confident in Mathematics13.48293Strongly Value Mathematics398.748238